Showing posts with label EdTech. Show all posts
Showing posts with label EdTech. Show all posts

Monday, July 21, 2025

Infosys's Bold Bet: Skilling 5 Lakh Youth for India's AI Future

See All Articles


Infosys's Big Bet on India's Youth: Training 5 Lakh for Future Jobs!

Ever wonder how young people can get the right skills for today's fast-changing job market? Well, tech giant Infosys has just announced a massive plan to tackle this very challenge, pledging a whopping ₹200 crore (that's over $24 million!) in its first phase to train half a million young Indians by 2030. This isn't just a handout; it's a strategic investment in the future of India's workforce.

What's the Big Idea?

Through its charitable arm, Infosys Foundation, the company is launching the "Infosys Springboard Livelihood Program." Think of it as a huge, nationwide training initiative designed to help 500,000 job seekers gain the skills they need to secure meaningful employment over the next seven years.

Who Is This For?

This program isn't just for tech whizzes. It's designed for both college graduates and those still studying, whether they're into Science, Technology, Engineering, and Math (STEM) or other fields. The goal is to make sure a wide range of young people can benefit.

What Will They Learn?

The program offers a fantastic mix of skills crucial for today's job market:

  • Cutting-Edge Tech: Imagine learning about Artificial Intelligence (AI), Machine Learning, how to rock digital marketing, or even essential finance skills. These are the in-demand areas that employers are actively looking for.
  • Essential Soft Skills: It's not just about technical know-how. The program also includes foundational modules on communication skills, time management, and interview preparation – equipping learners with critical workplace competencies for long-term success.

How Will It Work?

The training happens through Infosys's existing online platform, 'Infosys Springboard.' But here's the really smart part: Infosys isn't doing this alone. They've teamed up with nearly 20 different organizations, including well-known names like ICT Academy, Unnati, Nirmaan, Magic Bus, and NIIT Foundation. These partners will play a crucial role in curating job opportunities and building clear career pathways for the youth once they've completed their training.

As Sumit Virmani, a Trustee at Infosys Foundation, put it, "The big opportunity in our country is to focus on skilling initiatives to meet industry and AI-age demands, and then shape a path from learning to livelihood." This program is their answer to that critical need – making sure young people have the skills employers are actually looking for, especially in this age of AI.

This is a fantastic step towards empowering India's youth and building a stronger workforce for the future. It's about giving half a million young people not just a certificate, but a real chance at a meaningful career.

What do you think about this initiative? Share your thoughts below!


Read more

Europe's EdTech Gold Rush: The $142 Billion Learning Revolution

See All Articles


Europe's Digital Classroom: Why EdTech is Booming!

Remember the days when learning meant textbooks and blackboards? Well, Europe is rapidly moving beyond that, embracing a digital revolution in education. A new report reveals that the "EdTech" market – that's short for educational technology, covering everything from online courses to smart classroom tools – is experiencing explosive growth across the continent.

The Big Picture: A Market on the Rise

This isn't just a small trend; it's a massive shift. In 2024, the European EdTech market was valued at nearly $48 billion. But get this: by 2033, it's expected to skyrocket to over $142 billion, growing at an impressive 12.85% each year! This incredible growth is fueled by a mix of factors, including the widespread use of digital devices, the rise of online learning, and the urgent need for people to update their skills for today's job market. The COVID-19 pandemic acted as a huge catalyst, pushing schools and universities to adopt digital tools faster than ever before.

Why the Boom? Key Drivers

So, what's powering this surge? * Upskilling and Reskilling: As industries change rapidly, there's a huge demand for people to learn new skills or refresh old ones. EdTech platforms offer flexible, on-demand courses that fit busy lives. * Government Support: European governments are heavily investing in digital education. The EU's Digital Education Action Plan, for instance, has billions of Euros earmarked to improve digital skills and infrastructure, encouraging schools to go digital.

Roadblocks on the Digital Highway

It's not all smooth sailing, though. * Data Privacy: Europe has strict data privacy rules like GDPR. This means EdTech companies need to be super careful with personal data, which can be costly and slow down adoption, as institutions worry about hefty fines. * Digital Divide: Not everyone has equal access. In some rural areas, high-speed internet is still a luxury, and many schools in less developed regions lack the necessary digital infrastructure, creating unequal learning opportunities.

Bright Spots: Opportunities Ahead

Despite the challenges, there are huge opportunities: * Online and Hybrid Learning: More people than ever are embracing online and blended learning models, creating a vast market for new solutions. * Continued Funding: Governments continue to pour money into digital transformation, including education, providing a fertile ground for EdTech innovation.

Who's Leading the Charge?

The UK is currently leading the European EdTech market, with France and Germany also showing rapid growth. When it comes to who is using EdTech, K-12 education (primary and secondary schools) dominates, largely due to compulsory education and government funding. Individuals buying courses for themselves (the consumer segment) are the biggest users. In terms of what kind of tech, software (like online learning platforms) is key, but digital content (e.g., video lectures, interactive modules) is growing the fastest. And how is it delivered? Mostly through the cloud, which offers flexibility and cost savings.

Big names like BYJU'S, Coursera, Google, Microsoft, and Udacity are key players, constantly innovating by localizing content, partnering with educational institutions, using AI for personalized learning, and focusing on lifelong skill development.

The future of learning in Europe is clearly digital, promising more accessible, personalized, and effective education for everyone.


Read more

India's EdTech Revolution: AI is the Architect

See All Articles


The Future of Learning: How AI is Building Our Education System

Ever wondered how Artificial Intelligence (AI) is changing more than just robots and self-driving cars? It's quietly, yet powerfully, transforming how we learn, especially in the world of online education, or "EdTech." A recent article in The Hindu (dated June 17, 2025) sheds light on this exciting shift, featuring insights from Krishna Kumar, the CEO of Simplilearn, a major online training platform.

AI: Not Just a Subject, But a Teacher's Assistant

According to Kumar, AI isn't just a new topic students want to learn about; it's actively helping build the learning materials themselves. There's a huge demand for AI-related skills across all professions – from tech experts wanting to deepen their knowledge to business professionals looking to apply AI in their work. Simplilearn even offers "AI for All" courses for anyone wanting a basic understanding.

But that's not all. Internally, companies like Simplilearn are using AI to make content creation faster and more efficient. Imagine test papers that used to be written by hand – now, AI can generate countless questions from course material, freeing up human educators to focus on teaching.

EdTech's Journey: From Niche to Mainstream

The EdTech sector saw a massive boom during the COVID-19 pandemic when schools closed. This attracted many new players, some looking for quick success. However, Kumar emphasizes that EdTech is a long-term game. Simplilearn, which started in 2010 with just one program and now offers over 400, has grown by focusing on student success and referrals, not just trends. They serve 8 million learners across 152 countries, with a certificate shared on LinkedIn every minute! Their secret? Live classes with real instructors, offering an engaging, hands-on experience that goes beyond passive video learning.

What's even more interesting is how EdTech is becoming a formal part of our education system. Once seen as a "side activity," even prestigious institutions like the Indian Institutes of Technology (IITs) and Indian Institutes of Management (IIMs) are now offering full online degrees and partnering with EdTech platforms. For a country like India, where building thousands of new physical colleges isn't feasible, online education is the only way to reach more students, especially in remote areas, and meet ambitious enrollment targets.

India's Global Leadership in Learning

Kumar believes India is poised to become a global leader in EdTech, much like its success in the IT services industry. With a vast population needing education and a wealth of talent, India is perfectly positioned to create world-class online learning solutions. The quality of AI courses offered here, for instance, is on par with global standards.

When it comes to government regulation, Kumar suggests that too much interference could actually slow down innovation. EdTech thrives on being agile and experimenting. Instead, he advocates for self-regulation, where companies prioritize the best interests of their learners. Ultimately, businesses that don't serve their students well won't last.

The future of education is clearly online, powered by AI, and India is at the forefront of this exciting revolution.


Read more

Indian Edtech: Plenty of Dates, No Weddings

See All Articles


Indian Edtech: Plenty of Dates, No Weddings?

Remember the buzz around Indian edtech just a few years ago? Online learning was booming, investors were pouring in money, and companies were snapping each other up left, right, and center. It felt like everyone was getting married in the edtech world!

Fast forward to 2025, and the scene has changed dramatically. While there are still plenty of "courtships" – talks about mergers and acquisitions (M&A) – very few companies are actually "tying the knot." Especially for mid-sized edtech startups, those that have raised some initial funding but aren't yet huge, it's a tough market. They're struggling to find new investors or even bigger companies willing to buy them out.

The Numbers Tell a Story

The shift is stark. In 2021, there were 46 edtech M&A deals worth a whopping $3.36 billion. This year, so far, we've seen just seven deals, totaling a mere $37 million. The average size of these deals has also nosedived – from a hefty $73 million in 2021 to a paltry $5.2 million today. For those mid-stage companies specifically, the drop is even more dramatic: from 50 deals worth $852 million in 2021 to just three deals totaling $9 million this year.

Why the Silence?

So, what's stopping these potential marriages?

  1. Post-Pandemic Reality: The huge demand for online learning during the pandemic has cooled off. People are back to physical schools and colleges, and the urgency for online solutions isn't as high.
  2. Investor Money Dries Up: The venture capital that fueled the 2021 boom has largely disappeared. Without easy access to funds, many startups are desperate to sell, but buyers are cautious.
  3. Valuation Mismatch: This is a big one. Many startups raised money in 2021 when their valuations were sky-high. They still expect those prices, but potential buyers are looking at current market conditions and profitability, which often don't justify those inflated figures. It's like trying to sell a house at 2021 prices in a 2025 market.
  4. Unsustainable Models: Many smaller edtech companies grew quickly but don't have a solid, profitable business model. Larger players, like upGrad's Ronnie Screwvala, are wary of "buying someone else's problem." They don't want to acquire companies that will just lead to future losses.
  5. Failed Talks: High-profile acquisition talks, like Physics Wallah's bid for Drishti IAS or Unacademy's efforts to sell Airlearn, have fallen apart due to these disagreements.

A Needed "Shakeout"

Some industry leaders believe the sector needs a "contraction" – meaning many smaller, unsustainable companies might have to shut down. In fact, over 16 funded edtech players have already closed shop since 2021. This "shakeout" could eventually lead to a healthier market where only strong, profitable companies survive, making future M&A deals more meaningful.

While the current scene is quiet, investors do believe that for the truly scaled-up companies (those with $100-500 million valuations and around $25 million in revenue) that are profitable or close to it, M&A activity will pick up in the coming years. For now, though, it seems the Indian edtech sector is still waiting for its wedding bells to ring.


Read more

Skill Darpan: Local Languages, Global Skills for Rural India

See All Articles


Skill Darpan: Bringing Job Skills to Rural India, One Local Language at a Time

Imagine wanting to learn new skills for a better job, but all the good courses are too expensive, too far away, or not taught in your own language. This is a common challenge for millions of young people in India's smaller towns and villages. But a new company called Skill Darpan is changing that, one local language course at a time.

Founded in January 2024 by Dayanand Kumar Mehta and Supriya Prabhat, Skill Darpan is an education technology (edtech) startup with a big heart and an even bigger mission: to make job-ready skills accessible and affordable for students in rural India. Dayanand himself grew up in a small town and understood firsthand the struggles of finding quality training in one's native tongue. He wanted to create what he wished he had – a "Mirror of Skills" (which is what "Skill Darpan" means) to help others see and sharpen their potential.

Based in Patna, Skill Darpan got its start with support from various government and incubation programs, which helped them build their foundation. Their small but dedicated team focuses on creating practical, in-demand courses.

So, what makes Skill Darpan different? They tackle the "vernacular skills gap" head-on: * Affordable Prices: Courses cost between just Rs 999 and Rs 2999. * Relevant Skills: They teach modern tech skills like data analysis and design software (AutoCAD), which are highly sought after in today's job market. * Local Languages: All instruction and mentorship are in Hindi and other regional dialects, making learning much easier and more comfortable. * Job Support: They even help students find internships and jobs after completing their courses.

In a short time, Skill Darpan has already made a huge impact. They've trained over 5,000 students, partnered with more than 20 engineering colleges, and even gained national attention. Their focus on digital learning means they can reach the vast majority of India's students who live outside big cities.

Looking ahead, Skill Darpan plans to expand to more states, add courses in new areas like healthcare, and even launch their own job platform. Their ultimate goal is ambitious yet inspiring: to empower over a million learners, helping them build brighter futures right in their own communities. Skill Darpan isn't just teaching skills; they're building confidence and opening doors for a new generation.


Read more

Thrive Acquires Guider: The Human Future of AI Learning

See All Articles


Big News in Workplace Learning: Thrive Acquires Guider!

Ever wondered how companies help their employees grow and learn new skills? Well, a big move just happened in the world of online education that's set to make workplace learning even better! Thrive, a leading UK-based online learning platform, has just made a significant move by acquiring Guider, a specialist in connecting people with mentors and coaches.

Think of Thrive as a smart online school for businesses. It uses artificial intelligence (AI) to make learning engaging and effective for over 3 million users worldwide, including big names like Asos, Vodafone, Avon, and Burger King. Their focus is all about helping people learn and develop at work.

Guider, on the other hand, has been a pioneer in using AI to perfectly match individuals with the right mentors and coaches. This helps employees at companies like LVMH, FeverTree, and EY develop their skills, boost job satisfaction, and even stay longer with their employers.

So, why bring these two powerhouses together? Thrive's goal is to create an even more comprehensive learning experience. By integrating Guider's expertise, Thrive can now offer "ready-to-go" coaching programs, use AI to make ideal mentor-mentee matches, and even train and endorse new coaches. This means companies using Thrive will have an even richer set of tools to help their teams thrive.

What's particularly interesting is Thrive's philosophy behind this acquisition. While AI is a core part of both platforms, they firmly believe that "human connection is going to be more in demand than ever." As Michael Main, a Director at Thrive, put it, "While everyone else is going all-in on AI, we’re doubling down on people. Real connections, real development, real results." This highlights their commitment to fostering genuine human interaction alongside smart technology.

Importantly, Guider will continue to operate as a standalone platform. This means its existing clients and users will still benefit from its dedicated services, now with the backing of Thrive's broader resources and vision.

This acquisition marks a major step forward in how companies approach employee development. It’s a clear signal that the future of workplace learning isn't just about courses and content, but also about personalized guidance and genuine human interaction, all powered by smart technology. It’s an exciting time for anyone looking to grow their career!


Read more

Schooligio.ai: The AI Revolution in College & Career Guidance

See All Articles


Unlock Your Potential: How Schooligio.ai is Revolutionizing College & Career Guidance

Feeling a bit lost about your future after high school? Deciding on a career path or the right college can feel overwhelming, especially when expert guidance is hard to come by or super expensive. What if you could have a personal mentor, powered by cutting-edge AI, guiding you every step of the way?

Get ready for a game-changer: Schooligio.ai, launching on August 1, 2025.

Your Personal Future Navigator

Schooligio.ai isn't just another app; it's a revolutionary platform built by some of the world's leading career and college counselors, including co-founders Caroline Linger and Jose Kumar. These are the experts who've helped thousands of students get into top universities like the Ivy Leagues, Stanford, Oxford, and Cambridge. They know the ins and outs of what it takes to succeed, and they've poured that knowledge into an intelligent AI system.

Why is Schooligio.ai a Game-Changer?

The truth is, many schools struggle with too few counselors for too many students – sometimes hundreds of students for just one counselor! And private counseling? It often comes with a hefty price tag, making it out of reach for many families. Schooligio.ai steps in to bridge this gap, making high-quality, personalized guidance accessible and affordable for everyone.

How Does It Help You?

  • For Students: It's all about you. Schooligio.ai helps you discover your true passions, explore different career paths, and then guides you step-by-step to build a unique profile. From picking the perfect colleges to crafting standout, ethical applications, it's like having a 24/7 expert by your side. It even helps you find scholarships and financial aid!
  • For Counselors: It's not replacing counselors; it's empowering them! Schooligio.ai handles the routine paperwork and tracking, freeing up counselors to focus on what they do best: building meaningful connections and providing deeper support to students.
  • For Parents: Parents, you'll love the peace of mind. You get clear insights into your child's progress and access to crucial scholarship and financial aid information, making future planning much easier.
  • For Schools & Global Access: Schooligio.ai is designed to be accessible. Schools with limited resources can even get free access, while others have affordable options. And for students everywhere, you can subscribe directly, ensuring everyone has a fair shot at top-tier guidance. Plus, there's a special 'Schooligio AI Scholarship' for those with financial need.

Safe, Secure, and Unbiased

Built with strict privacy and ethical guidelines (like FERPA and GDPR), you can trust Schooligio.ai to provide unbiased advice, always putting your best interests first. It's designed to be a safe and secure environment for students to explore their future.

The Future is Now

Launching on August 1, 2025, Schooligio.ai is ready to transform how students plan their futures. Schools can apply now to join, and direct student subscriptions open on launch day. You can even learn more and see it in action at the IC3 Annual Conference in Mumbai this August!

Ready to take control of your future? Visit Schooligio.ai today to explore options for your school or to subscribe directly. Your personalized path to success starts here!


Read more

Paras Grover: 'Outstanding Leader' for Accessible EdTech

See All Articles


A Champion for Accessible Education: Paras Grover Named 'Outstanding Leader of the Year'!

Ever wonder what it takes to truly change lives through education? Meet Paras Grover, the visionary founder of Unified Mentor, who was recently honored with the prestigious "Outstanding Leader of the Year – Excellence in EdTech" award. This significant recognition came from a group connected to the United Nations, celebrated at the World MSME Day 2025 event in New Delhi. It's a huge nod to leaders who are shaking up education and empowering people, especially within India's growing small and medium business sector.

Paras Grover's journey with Unified Mentor is a testament to his belief in making quality education accessible to everyone. Unlike many big online learning platforms that can be expensive and focus heavily on theory, Unified Mentor was built from the ground up to be affordable, practical, and, most importantly, focused on getting students jobs. His mission is clear: to bring real-world tech and career skills to young people in India's smaller towns and cities, where opportunities for hands-on learning are often scarce.

The idea for Unified Mentor sparked from a simple yet powerful plea from students in these areas: "Sir, I just need someone to believe in me and teach me real skills. I’ll handle the rest." This moment revealed a huge gap between traditional teaching and what students truly needed to succeed.

Starting without any outside funding, Paras built Unified Mentor from scratch. He tackled every challenge, from designing courses to marketing, proving that "affordable" doesn't have to mean "low-quality." His perseverance paid off. Today, Unified Mentor has empowered over 125,000 students across India, offering internship-based programs, real-world projects, and even help finding jobs. It's become a trusted name for students looking for practical learning, not just another certificate.

Beyond Unified Mentor, Paras is also a published author, with books like "From Hometown to Dream" and "Why Internships Matter." He runs a highly popular LinkedIn newsletter, "Next Step," where he shares valuable career advice with over 40,000 professionals.

Unified Mentor isn't just an education company; it's a movement to bridge the gap between skills and employment in India. Paras envisions education like sports training – focused on coaching, challenges, feedback, and growth. With plans to connect with more colleges and partner with companies for placements, Paras Grover is setting new standards in India's education landscape, one student at a time. His dream is simple but powerful: to give students what they actually need to thrive, regardless of their background or location.


Read more

Sdui's Big Investment: Europe's Schools Go Digital

See All Articles


Schools Go Digital! German Startup Sdui Secures Major Investment to Lead European EdTech

Ever wonder how schools manage all the paperwork, communication, and scheduling these days? From parent-teacher conferences to attendance records and grading, there's a lot to keep track of! Thankfully, technology is stepping in to help, and one German company is leading the charge.

We've got some exciting news from the world of education technology, or "EdTech" as it's known. Sdui Group, a startup based in Koblenz, Germany, has just announced a massive new investment. This isn't just a small boost; it's a game-changer designed to help them become one of the top players in digital education across Europe.

So, What Exactly Does Sdui Do?

Founded in 2018, Sdui Group has built smart online tools specifically for schools, from kindergarten all the way through high school. Think of it as a digital hub that handles almost everything: * Communication: Easy ways for teachers, parents, and students to connect. * Attendance: Simple tracking of who's in class. * Scheduling: Organizing lessons and events without a hitch. * Grading: Streamlining the process of recording and sharing grades.

Their goal is simple: to free up valuable time for teachers to focus on what they do best – teaching! By making daily school operations smoother, Sdui's software improves the experience for everyone involved: teachers, students, administrators, and parents. They're already helping thousands of schools in Germany, Austria, Switzerland, and Spain, and they're growing fast, with around 230 employees across Europe.

The Big Investment: Why It Matters

This significant funding boost was led by Bain Capital, a major investment firm, with continued support from existing investors HV Capital and High-Tech Gründerfonds (HTGF). Daniel Zacharias, Sdui's founder and CEO, highlighted that Bain Capital brings not just money, but also strategic vision and practical support.

Why is this such a big deal? European schools are facing increasing demands to go digital. They need reliable, easy-to-use platforms to simplify their daily tasks. Sdui Group aims to be that "digital backbone" for schools across the continent. This investment will allow them to make their products even better, offer more support to schools, and expand their reach even further.

As James Stevens from Bain Capital put it, Sdui is becoming a trusted partner helping schools navigate this digital transformation. It's a clear sign that investors see huge potential in making education more efficient and effective through technology.

This investment isn't just about money; it's about empowering schools to embrace the digital age fully, making education smoother and more effective for everyone involved. It's an exciting time for European EdTech, and Sdui Group is now poised to lead the way!


Read more

Saturday, July 19, 2025

The $4 Trillion CEO's Secret: Physics, Not Code, for Future AI

See All Articles


Nvidia CEO's Surprising Advice: Forget Just Coding, Study THIS!

Imagine getting career advice from one of the most successful people on the planet. Jensen Huang, the co-founder and CEO of Nvidia, leads a company that's not just a tech giant, but recently became the world's most valuable company, hitting a staggering $4 trillion market cap. So, when he speaks, people listen.

Recently, during a trip to Beijing, Huang was asked a fascinating question: If he were a 20-year-old student graduating today, with all his ambition, what would he study? His answer might surprise you. Instead of just diving deep into computer programming, he'd focus on "physical sciences."

What are physical sciences? Think physics, chemistry, astronomy, and earth sciences – basically, the study of non-living systems. This is a bit different from his own background; Huang earned degrees in electrical engineering, which is more about designing and building electrical systems. He even co-founded Nvidia over a meal at a Denny's back in 1993!

So, why this unexpected pivot? Huang didn't explicitly say in the interview, but he's been very vocal about what he calls the "next wave" of Artificial Intelligence: "Physical AI."

He explains that AI has evolved through several phases:

  1. Perception AI: This was the first big breakthrough, about 12-14 years ago. It's when computers learned to "see" and recognize images, like identifying a cat in a photo.
  2. Generative AI: This is the AI we're more familiar with today, like ChatGPT. It understands information and can create new things – text, images, even computer code.
  3. Reasoning AI: We're currently in this phase. Here, AI can not only understand and generate, but also solve problems and act like "digital robots" or "agents" that can reason.

But the next frontier, according to Huang, is "Physical AI." This isn't just about algorithms on a screen. It's about AI understanding the real world and its rules.

"The next wave requires us to understand things like the laws of physics, friction, inertia, cause and effect," Huang explained. It means AI that understands gravity, how much force to use when picking something up without crushing it, or even knowing an object still exists even if it's out of sight.

When you combine this "Physical AI" with actual physical objects, you get advanced robotics. Huang sees this as crucial for the future, especially as we build new factories and plants. These highly robotic facilities could help address the severe labor shortages we're seeing worldwide.

So, for students dreaming of a future in tech, Huang's message is clear: don't just think digital. The next big wave in AI isn't just about code; it's about understanding the very fabric of our physical world. Could a deeper understanding of physics be your ticket to the next tech revolution?


Read more

Reading App - Use Case Diagram - v20250719

 





GitHub Link

Friday, July 18, 2025

Tonk's AI Revolution: Math Phobia to Fun!

See All Articles


From Math Phobia to Fun: How AI is Changing Education in Tonk!

Remember that knot in your stomach before a tough math test? For many students in government schools across Tonk, Rajasthan, that feeling was a daily reality. Math was a big hurdle, often stopping them from chasing dreams of careers in science and technology. But thanks to an incredible initiative by IAS Officer Saumya Jha, that fear is rapidly turning into confidence, all with a little help from Artificial Intelligence (AI)!

Saumya Jha, the District Collector of Tonk, noticed a worrying trend during her school visits. Kids had big dreams – working with AI, robotics, drones – but very few were choosing science subjects. Why? A major reason was their low confidence in core subjects like mathematics. On top of that, teachers were often busy with other duties, and many students, especially during harvest season, had to help their families on farms, leading to missed classes and learning gaps.

That's where the "Padhai with AI" (Learning with AI) program comes in. Saumya, who herself used AI to quickly learn new topics for her UPSC exams and her new role, realized its potential to help students who didn't have access to private tutors or extra help.

So, how does this AI magic work?

Imagine a super-smart, patient tutor available 24/7. That's essentially what the AI provides! * Personalized Help: It can answer textbook questions in real-time, offering step-by-step solutions. If a student doesn't get it, they can ask for a new explanation. * Endless Practice: Teachers can use the AI to create unlimited practice tests, customized for difficulty and format (like fill-in-the-blanks or short answers), helping students get ready for exams. * Targeted Learning: If a student struggles with a specific topic, the AI gives them more practice problems on that exact area until they master it.

Take Aman Gujar, for instance. He used to score around 55 in math and felt anxious. With the AI's structured guidance and step-by-step solutions, math became less daunting. He started understanding concepts better and revising regularly. When his board exam results came out, he was thrilled – he scored 65, a full 10 marks higher!

The Results Speak for Themselves!

Launched in September 2024, and with an upgraded version in January 2025, the "Padhai with AI" portal has already made a huge difference in just six weeks of operation before the 2025 board exams. * Tonk district saw a remarkable 96.4% pass rate in Math, a 3% jump from the previous year. * The number of high-achieving students (scoring first division or higher) surged from 23% to over 28%. * Tonk's overall pass rate of 95% significantly outpaced the state average of 93%.

This isn't just about numbers; it's about building confidence, making learning engaging, and ensuring that every student, regardless of their background, has the tools to succeed. Saumya Jha now plans to expand this AI-enhanced learning to other subjects like English and Science. It's a shining example of how smart technology, combined with dedicated leadership, can truly transform education!


Read more

Reading and Word Meanings For Beginners (Design Discussion)

Demo for only one poem:

https://math-eight.blogspot.com/2025/03/twinkle-twinkle-little-star-word-by.html



On three clicks of "Next":



On one click of "Previous":



When it switches from word to word: it speaks that word out (No magic, just Text to speech in browser).


Ques: WHERE WE ARE COMING FROM?

This was the first app of translation:




We received feedback on this from various students from various backgrounds.

The situation was like this:

There could be three types of users/students of this app:

1. Those are not able to do even single sentence (due to no capacity for reading even simple English words). These students would want something easier, or lighter on them, such as a "Reading App" - like the one we are designing right now.

2. Those who are able to take on these translation questions albeit with some difficulty -- Those are actually learning from this app.

3. Those who already excel in this type of translation questions and who may want to pursue something tougher like the grammar, story creation.


Limitations

1. 
Subhashish: Support for multiple languages where it is showing pronunciation and meaning

2.
Akash:
- There is only one poem. 
- Limited dataset / library

3. Akash:
This not targeting any age group (5th or 6th or 8th) or learner level (beginner, medium difficulty for someone trying to build his / her vocab).
------------------------------------------------------------------------------------------------------------------------

My comments:
1. We are doing a POC (Iteration 2) so we have limit our scope.
Scope could be support for a third language (of native speakers) such as Bengali.

How are we putting together these word meanings:
We are pulling them out from Gemini (LLM by Google).
So if Gemini also understands Bengali then yes, we can do it.
Subhashish would have to pitch in for basic sanity and testing of Bengali sections.

2. Yes, there is only one poem at the moment but that was because we were doing a small POC.
And secondly because: Who decides what poems to put in here? You, me or the users, or the teachers, who?

I thought that let's have users or teachers decide what chapters to put in here.
And that would be made dynamic in the mobile using following methodology:
2.1. User would click a picture of the page from his or her book.
2.2. An image to text AI model would pull out text from that captured image.
2.3. Then a GenAI model such as Gemini would be used to collate the word meanings for the text from the image.
2.4. This metadata about the poem/chapter/ or text in general would be saved on the device of the users for offline reading.
Here Steps 1 to 3 would require internet.

3: Yes, Akash is right. We are not targeting any age group. We are rather targeting users who do not even read or understand basic English words. It could be someone who is in 3rd grade and trying to improve his/her English. Or it could also be an uneducated adult trying to gain some language skills today.

==========================================================================

Couple of features I am thinking of keeping in it are:
1. This would fully support online and offline engagement.
If student wishes to download all the chapters from the database onto the device itself and then use the app offline, this option would also be available.

2. A feature that would be supported by only online engaged users will be ASR: Automatic Speech Recognition for live reading and correction.

3. Free and open for all.

4. Database: SQLite in mobile for offline users and MySQL via PythonAnywhere for online users. 

==========================================================================

Homework given on 2025-Jul-18:

Subhashish: 

1. How would you design this app's front end?

2. How would you design the backend? 

Akash:

1. How would you design the processes and programs that would enable the backend for this app?



Launching Translation App For The First Time

1:

 $ npx react-native start

...

...

Warning: SDK processing. This version only understands SDK XML versions up to 3 but an SDK XML file of version 4 was encountered. This can happen if you use versions of Android Studio and the command-line tools that were released at different times.

/home/jain/Desktop/vaakya_sentence_translation/node_modules/react-native-device-info/android/src/main/java/com/learnium/RNDeviceInfo/RNDeviceModule.java:192: warning: [removal] onCatalystInstanceDestroy() in NativeModule has been deprecated and marked for removal

  public void onCatalystInstanceDestroy() {

              ^

Note: Some input files use or override a deprecated API.

Note: Recompile with -Xlint:deprecation for details.

1 warning

Note: Some input files use or override a deprecated API.

Note: Recompile with -Xlint:deprecation for details.

Note: Some input files use or override a deprecated API.

Note: Recompile with -Xlint:deprecation for details.

Note: Some input files use or override a deprecated API.

Note: Recompile with -Xlint:deprecation for details.

Note: Some input files use unchecked or unsafe operations.

Note: Recompile with -Xlint:unchecked for details.

Note: Some input files use or override a deprecated API.

Note: Recompile with -Xlint:deprecation for details.


FAILURE: Build failed with an exception.


* What went wrong:

Execution failed for task ':app:validateSigningDebug'.

> Keystore file '/home/jain/Desktop/vaakya_sentence_translation/android/app/debug.keystore' not found for signing config 'debug'.


2:

(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation$ cd /home/jain/Desktop/vaakya_sentence_translation/android/app
(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation/android/app$ keytool -genkeypair -v -keystore debug.keystore -storepass android -keypass android \
  -alias androiddebugkey -keyalg RSA -keysize 2048 -validity 10000
What is your first and last name?
  [Unknown]:  Ashish
What is the name of your organizational unit?
  [Unknown]:  survival8
What is the name of your organization?
  [Unknown]:  survival8
What is the name of your City or Locality?
  [Unknown]:  Gurugram
What is the name of your State or Province?
  [Unknown]:  Haryana
What is the two-letter country code for this unit?
  [Unknown]:  IN
Is CN=Ashish, OU=survival8, O=survival8, L=Gurugram, ST=Haryana, C=IN correct?
  [no]:  yes

Generating 2,048 bit RSA key pair and self-signed certificate (SHA256withRSA) with a validity of 10,000 days
for: CN=Ashish, OU=survival8, O=survival8, L=Gurugram, ST=Haryana, C=IN
[Storing debug.keystore]

3:

$ npx react-native start

> Task :app:packageDebug
> Task :app:createDebugApkListingFileRedirect
> Task :app:installDebug FAILED

Deprecated Gradle features were used in this build, making it incompatible with Gradle 9.0.

You can use '--warning-mode all' to show the individual deprecation warnings and determine if they come from your own scripts or plugins.

For more on this, please refer to https://docs.gradle.org/8.6/userguide/command_line_interface.html#sec:command_line_warnings in the Gradle documentation.
146 actionable tasks: 11 executed, 135 up-to-date

info 💡 Tip: Make sure that you have set up your development environment correctly, by running npx react-native doctor. To read more about doctor command visit: https://github.com/react-native-community/cli/blob/main/packages/cli-doctor/README.md#doctor 


FAILURE: Build failed with an exception.

* What went wrong:
Execution failed for task ':app:installDebug'.
> com.android.builder.testing.api.DeviceException: No connected devices!


4:

Tried Samsung Galaxy A06 5G -- I wasn't able to connect
Then tried my older phone Redmi A2 successfully:

(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation$ adb devices
List of devices attached
FEYPDERWUS4XSKFI device

5:

Mission Successful on older device :D


6:

On new Samsung A06 5g:
(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation$ adb pair 192.168.1.6:41327
Enter pairing code: 558111
Successfully paired to 192.168.1.6:41327 [guid=adb-R9ZY3098GYX-8MEOzx]
(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation$ adb connect 192.168.1.6:41327
failed to connect to '192.168.1.6:41327': Connection refused
(base) jain@jain-ThinkPad-T440s:~/Desktop/vaakya_sentence_translation$ adb devices
List of devices attached
adb-R9ZY3098GYX-8MEOzx._adb-tls-connect._tcp device

Thursday, July 17, 2025

Feynman's 7 Simple Steps to Master Anything

See All Articles


Unlock Your Brain: The Simple 7-Step Feynman Technique for Mastering Anything

Ever feel like you're just cramming information, only to forget it days later? What if there was a simple, powerful way to truly understand anything and remember it for good? Enter the Feynman Technique, named after Nobel Prize-winning physicist Richard Feynman. It's not just for scientists; it's a secret weapon for students, professionals, or anyone who wants to learn smarter, not harder.

Here's how you can use this brilliant method to master any subject:

1. Pick Just One Concept

Don't try to swallow the whole textbook at once. Choose a single idea, like "photosynthesis" in biology or "supply and demand" in economics. Focus on that one thing until you truly grasp it. Deep understanding starts with clarity, not trying to multitask.

2. Explain It Like You're Talking to a Child

Grab a blank piece of paper. Now, write down your chosen concept as if you're explaining it to a 5-year-old. Use the simplest words possible. If you find yourself using jargon or struggling to simplify, it's a sign you don't understand it well enough yet. The goal is crystal-clear simplicity.

3. Teach It Out Loud to Yourself

Once you've written it down, verbalize it. Pretend you're tutoring someone. Say the explanation aloud. This activates more parts of your brain and immediately highlights where your understanding is shaky. You'll hear yourself stumble or hesitate.

4. Identify and Fix Your Knowledge Gaps

Those moments where you stumbled or hesitated? Those are your "knowledge gaps." Go back to your original notes, textbook, or source material. Re-learn those specific parts. Refine your explanation until you can explain it smoothly and confidently, without any hitches.

5. Use Analogies and Visuals

Connect new ideas to things you already understand. For example, you might say "electrons move like cars on a track" to explain a complex physics concept. Creating these mental pictures or comparing new ideas to familiar ones makes abstract topics "stickier" and easier to recall.

6. Test Yourself with Questions

Don't just passively review. Actively challenge yourself. Ask "why" and "how" at every step. Could you explain this concept clearly and concisely if someone asked you about it in an interview or an exam, without rambling or using fluff? Push yourself to articulate the core ideas.

7. Review and Rewrite Regularly

Once you've simplified, explained, and corrected, don't just forget about it. Revisit your notes in a few days. Try rewriting the concept from memory again. This active recall and repeated engagement significantly strengthens your long-term memory, ensuring you truly retain what you've learned.

The Feynman Technique isn't just about memorizing facts; it's about building a deep, intuitive understanding. Give it a try the next time you're tackling a tough subject – you might be surprised at how much more effectively you learn!


Read more