In an inspiring story of grit and determination, a student from Bundi district in Rajasthan has proved that financial hardship is no barrier to academic success. Balancing work as a whitewasher to support his education while preparing for one of India's toughest entrance examinations, the young aspirant secured an impressive 99.16 percentile in the NEET UG 2026 re-examination, emerging as a symbol of resilience for lakhs of medical aspirants across the country.

His remarkable achievement comes at a time when millions of students compete for limited seats in undergraduate medical colleges through the National Eligibility-cum-Entrance Test (NEET-UG), conducted by the National Testing Agency (NTA).

Balancing work and studies

According to reports, the Bundi student took up whitewashing jobs to contribute to his educational expenses and support his family's financial needs while continuing his preparation for NEET.

Managing physically demanding work alongside rigorous academic preparation required exceptional discipline, time management and perseverance. Despite limited resources and long working hours, he remained committed to his dream of becoming a doctor.

His daily routine reflected the determination of many students from economically weaker backgrounds who strive to overcome financial challenges without giving up on their educational aspirations.

Outstanding performance in Re-NEET 2026

The student's perseverance paid off when he appeared for the NEET UG 2026 re-examination, where he achieved an outstanding 99.16 percentile.

The score places him among the top-performing candidates in one of India's most competitive entrance examinations, where lakhs of aspirants compete every year for admission to MBBS, BDS, AYUSH and other undergraduate medical programmes.

His success demonstrates that sustained effort and focused preparation can produce exceptional results, even under difficult circumstances.

A story of resilience and determination

Preparing for a national-level entrance examination while simultaneously earning a livelihood is an enormous challenge. Yet, the Bundi student's achievement highlights the importance of consistency, hard work and unwavering focus in achieving long-term goals.

Education experts often point out that students from underprivileged backgrounds face additional obstacles, including financial constraints, limited access to resources and the pressure of supporting their families. Stories like this serve as powerful reminders that determination and perseverance can help overcome these barriers.

Inspiration for NEET aspirants

The student's journey is expected to inspire countless NEET UG aspirants, particularly those from rural and economically disadvantaged communities who continue to prepare for competitive examinations despite financial hardships.

His achievement reinforces the idea that success in highly competitive examinations depends not only on access to resources but also on resilience, dedication and consistent effort.

As competition for medical seats continues to intensify each year, the Bundi student's story stands out as a testament to the transformative power of education and perseverance. His journey from working as a whitewasher to securing a 99.16 percentile in NEET UG 2026 serves as an inspiring example that difficult circumstances need not define one's future.

For thousands of students across India pursuing similar dreams, his success sends a clear message: determination, discipline and hard work can help turn even the toughest challenges into stepping stones towards achieving a lifelong goal.

A heartbreaking personal loss became the driving force behind an extraordinary achievement for Neelu, a student from Digdigiya village in Lucknow, who has cleared NEET UG 2026 and secured the prestigious Vahani Scholarship. After losing her father due to the family's inability to afford timely medical treatment, Neelu resolved to become a doctor so that no family would have to suffer a similar tragedy. Today, her determination has earned her a place among the country's promising medical aspirants, with a scholarship that will fully support her medical education.

Neelu's inspiring journey is one of resilience, perseverance and the transformative power of education. Alongside qualifying the highly competitive NEET UG 2026 examination, she scored an impressive 94% in her Class 12 board examinations, proving that financial hardship is no barrier to academic excellence.

Personal tragedy became the turning point

Neelu's life changed dramatically while she was studying in Class 8, when her father passed away because the family could not arrange timely medical treatment. The devastating incident left a deep impact on her and shaped her life's purpose.

Determined to prevent other families from experiencing similar pain, she decided to pursue medicine and dedicate her career to serving patients who cannot afford quality healthcare.

Mother's sacrifices kept the dream alive

Following her father's death, Neelu was raised by her mother, Rajkumari, who worked both as a hospital assistant and a domestic worker to support the family. Earning only ₹10,000 to ₹11,000 per month, she struggled to meet household expenses while ensuring her daughter's education continued uninterrupted.

Despite financial constraints and social pressure urging her to discontinue Neelu's studies, Rajkumari remained firm in her belief that education would transform her daughter's future.

Her unwavering determination became one of the strongest pillars behind Neelu's success.

Prestigious Vahani Scholarship secures her medical education

Neelu's academic performance earned her the highly competitive Vahani Scholarship, awarded to only 50 students across India. The scholarship will cover her tuition fees and other educational expenses throughout her medical studies, significantly reducing the financial burden on her family.

Winning the scholarship ensures that financial limitations will not stand in the way of her dream of becoming a doctor.

Teachers hail her achievement

Teachers from Prerna Girls School and Study Hall School, where Neelu studied, described her accomplishment as an inspiring example for students from disadvantaged backgrounds.

Founder Dr. Urvashi Sahni said Neelu's journey demonstrates that economic circumstances do not limit talent and determination. Principal Meenakshi Bahadur praised her focus, discipline and resilience despite the personal and financial challenges she faced.

Educators believe her success will encourage many young girls from rural and marginalised communities to pursue higher education with confidence.

A dream to become a cardiologist

Looking ahead, Neelu hopes to specialise in cardiology and dedicate her career to providing affordable healthcare to economically weaker sections of society.

Her ambition is deeply rooted in her personal experience of losing her father due to the family's inability to afford treatment. She hopes her work as a doctor will ensure that no patient is denied life-saving care because of financial hardship.

Neelu also credits her schools for nurturing her confidence and reinforcing the belief that education can change lives regardless of one's background.

Her inspiring journey from a small village in Lucknow to securing success in NEET UG 2026 and winning a nationally recognised scholarship stands as a powerful reminder that courage, perseverance and access to education can help overcome even the toughest circumstances.

In a heartwarming moment that celebrated lifelong learning, a 45-year-old mother and her 21-year-old son graduated together from the Indian Institute of Technology (IIT) Madras, sharing the convocation stage after completing the institute's online Data Science programme. The unique achievement has captured widespread attention, highlighting the growing popularity and flexibility of online higher education.

The memorable moment unfolded during the IIT Madras Convocation 2026, where Jigisha Tailor and her son Aditya Kapadia received their degrees from the institute's BS in Data Science and Applications programme. Although they had enrolled at different times and had not planned to graduate together, the ceremony turned into a once-in-a-lifetime experience for the family.

Jigisha, who taught electronics at an engineering college in Bharuch, Gujarat, for 16 years, left her teaching career in 2019 to focus on family responsibilities. Inspired by her son's enthusiasm for data science, she returned to academics in 2022 after Aditya encouraged her to enrol in IIT Madras' online programme.

Aditya had joined the programme in 2021 during the COVID-19 pandemic, choosing the online degree because of his interest in data science and artificial intelligence. Initially pursuing a diploma course in Ahmedabad alongside the IIT Madras programme, he later switched entirely to the BS degree after it was recognised by the IIT Madras Senate as equivalent to a regular four-year undergraduate programme.

Balancing household responsibilities with academics, Jigisha followed a disciplined schedule, studying from 4:30 am to 7 am before beginning her daily chores and resuming her studies later in the afternoon. She also participated in live doubt-clearing sessions and collaborated with classmates through online study groups.

The mother-son duo soon became study partners—and friendly competitors. According to Aditya, they constantly motivated each other to earn higher grades, with each striving to secure the programme's coveted 'S' grade, awarded to top-performing students.

After completing his BS degree, Aditya joined Syngenta as a data science intern and was later offered a full-time position. Jigisha, meanwhile, has chosen to postpone her job search to support her younger son, who is preparing for his Class 12 examinations, while also considering a return to teaching through guest lectures.

The highlight of their academic journey came at the convocation ceremony, where a fellow student helped arrange for the pair to receive their degrees together despite being seated in different sections. Jigisha received her diploma while Aditya was awarded his BS degree, creating an emotional and unforgettable moment.

Their inspiring story underscores that learning has no age limit and reflects how flexible online education can empower learners at every stage of life. It also highlights IIT Madras' innovative approach to expanding access to quality higher education through its online programmes.

Mohammad Suhel’s journey to NEET success was built on determination, sacrifice and the refusal to give up despite repeated challenges.

While preparing for the medical entrance exam, Suhel started tutoring Class 11 students to manage his study expenses. Teaching became more than just a source of income — it also helped him revise important concepts and strengthen his own preparation.

During this phase, he discovered the affordable ₹300 online NEET preparation course “Yakeen 2.0”, which became an important part of his learning journey.

However, the transition was not easy. Having studied in a Hindi-medium school, Suhel initially struggled to understand the English-based study material. Instead of abandoning his preparation, he worked on improving his language skills and began learning 50 new English words every day to overcome the barrier.

First NEET Attempt Ended in Failure, But Suhel Kept Fighting

When Suhel appeared for NEET for the first time, he scored just 109 marks out of 720.

The result was disappointing, and some people around him questioned his ability. But his mother continued to support him and encouraged him to keep pursuing his dream of becoming a doctor.

Rather than giving up, Suhel analysed his mistakes and changed his preparation strategy. He worked harder, improved his weak areas and focused on strengthening his understanding of subjects.

Interestingly, Biology — a subject he once found difficult — gradually became his strongest area.

Balancing work and studies, Suhel followed a demanding routine. He drove a rickshaw during the day to support his family and studied late into the night to prepare for NEET. His consistent efforts reflected in his mock test performance, with scores improving from 109 to 369 marks and eventually reaching higher levels.

NEET Success: From Doubts to 552 Marks

The path to medical college was filled with moments of uncertainty. There were times when poor mock test results left Suhel frustrated, and he even considered choosing an alternative career option like BAMS (Bachelor of Ayurvedic Medicine and Surgery).

However, encouragement from his teachers and his mother’s unwavering belief helped him remain focused on his goal.

After years of struggle and preparation, Suhel finally achieved 552 marks out of 720 in NEET.

His success was not only reflected in his score but also in the journey behind it — his father’s sacrifices, his mother’s constant motivation and his own determination to overcome financial and academic challenges.

A Story That Inspires NEET Aspirants Across India

Mohammad Suhel’s NEET success story is a reminder that difficult circumstances do not have to define a student’s future.

From driving a rickshaw and tutoring students to securing a strong NEET score, his journey highlights the importance of persistence, self-improvement and courage.

For thousands of medical aspirants facing financial struggles or academic setbacks, Suhel’s story proves that consistent effort and determination can turn even the most challenging dreams into reality.

At just 28, Awais Ahmed, founder and CEO of Bengaluru-based Pixxel Space Technologies, has become one of India's leading entrepreneurs in the private space sector. Born in Aldur, Chikkamagaluru, his company recently became the first Indian space startup to secure a NASA contract for hyperspectral Earth observation data. In this interview, Ahmed speaks about his childhood, his inspiration, meeting Elon Musk, founding Pixxel and his vision for India's space future.

Q: You grew up in Aldur, a small town in Chikkamagaluru. How did your fascination with space begin?

Awais Ahmed: My father regularly took me to local libraries and bookshops and bought me children's science encyclopaedias. I was fascinated by stories about the solar system, nebulae, black holes and space exploration. Those books sparked my curiosity long before we had internet access in our village. My parents always encouraged me to pursue what genuinely interested me.

Q: How did your education shape your journey into the space industry?

Awais Ahmed: I studied at Akshara Public School in Aldur, later at Purna Prajna School in Sangameshwar Pete, and completed my pre-university education in Mangaluru. I then joined BITS Pilani, where I pursued mathematics and manufacturing engineering. During college, I became part of a student satellite programme and worked alongside ISRO scientists. That experience gave me practical exposure to satellite development and convinced me that space technology was the field I wanted to pursue.

Q: You often mention your visit to SpaceX as a turning point. What happened there?

Awais Ahmed: In 2017, I was the engineering lead of Hyperloop India, and our team qualified for the SpaceX Hyperloop Competition in Los Angeles. Visiting SpaceX, touring its rocket facilities and meeting Elon Musk changed my perspective completely. Seeing what private companies could achieve in space technology gave me clarity about my future. I returned determined to build something similar in India.

Q: What inspired you to start Pixxel?

Awais Ahmed: While studying satellite technology, I realised that hyperspectral imaging was still a relatively unexplored area. It has enormous potential because it can detect details that ordinary satellite images cannot. So, even before completing my degree in 2019, I founded Pixxel to build satellites that generate valuable Earth observation data.

Q: Pixxel has achieved several milestones in a short period. How do you look back on the journey?

Awais Ahmed: We have launched nine hyperspectral satellites so far, including six in 2025. One of our biggest milestones was becoming the first Indian private space startup to secure a NASA contract for supplying hyperspectral Earth observation data. We've also raised nearly ₹960 crore from investors, and today our team includes 275 professionals working across India, the United States and Europe.

Q: How can hyperspectral imaging benefit society?

Awais Ahmed: The data collected by our satellites supports sectors such as agriculture, energy, mining and environmental conservation. It helps detect soil quality, crop diseases, mineral resources and environmental changes with much greater precision. Our goal is to build technology that solves real-world problems and benefits humanity.

Q: India's space sector has opened up significantly in recent years. How has that helped startups?

Awais Ahmed: The government's decision to open the space sector to private players and introduce supportive policies has created tremendous opportunities. Access to testing facilities, policy support and investor confidence has helped startups like ours innovate and compete globally.

Q: Your parents made significant sacrifices for your education. What role did they play in your success?

Awais Ahmed: Everything I have achieved began with their belief in me. My father invested whatever he earned in my education, even taking loans and making personal sacrifices. My mother constantly encouraged me to stay focused on my dreams. Their support gave me the confidence to pursue a career that once seemed impossible.

Q: What is your vision for the future of Pixxel and India's space industry?

Awais Ahmed: I want Pixxel to help position India as a global leader in space technology. We aim to build advanced satellite systems that not only strengthen India's capabilities but also provide data that addresses global challenges such as climate change, food security and sustainable resource management. I believe India's private space ecosystem has only just begun, and the future is incredibly exciting.

As AI-powered software development rapidly evolves, the term "loop engineering" has emerged as one of the technology industry's latest buzzwords. In an open letter, Andrew Ng, co-founder of Google Brain, explained how AI agents are transforming software development through continuous feedback loops—while emphasizing that human developers remain indispensable.

The discussion follows viral comments from Boris Cherny, creator of Claude Code, and Peter Steinberger, who argued that traditional coding is giving way to AI-driven software creation.

What Is Loop Engineering?

According to Ng, loop engineering is a development approach in which AI systems continuously generate, test, refine, and improve software through multiple feedback cycles instead of relying solely on manual programming.

He outlines three interconnected loops that power modern AI-assisted software development.

1. Agentic Coding Loop

The Agentic Coding Loop forms the foundation of AI-driven programming.

In this workflow:

• Developers provide a product specification and, optionally, evaluation benchmarks.
• An AI coding agent writes the software.
• The agent automatically tests its own code.
• It detects bugs and repeatedly revises the program until it satisfies the required specifications.

Ng describes this as a major breakthrough because AI agents can now work autonomously for extended periods without constant human supervision.

As an example, he shared that while building a typing application for his daughter, his AI coding agent independently wrote code, tested it through a web browser, and refined the application for nearly an hour before requiring further input.

2. Developer Feedback Loop

The second stage is the Developer Feedback Loop, where humans shift from writing every line of code to acting more like product managers or creative directors.

Rather than manually identifying coding errors, developers now focus on:

• Refining product specifications.
• Improving user interface design.
• Prioritizing new features.
• Making architectural decisions.
• Guiding the AI toward the desired product vision.

Ng noted that as coding agents become better at self-testing, developers spend significantly less time performing traditional quality assurance and more time making higher-level design decisions.

He argues that humans possess a "context advantage"—a deeper understanding of users, business objectives, and real-world requirements—that AI currently lacks.

3. External Feedback Loop

The third and slowest stage is the External Feedback Loop, where software is evaluated in real-world environments.

This includes:

• Sharing prototypes with friends.
• Conducting alpha testing.
• Running A/B experiments.
• Deploying products to production environments.
• Collecting user behavior and customer feedback.

Insights gathered from real users help refine the overall product vision, which then informs updated specifications for the AI coding agent, creating a continuous cycle of improvement.

Humans Still Play a Critical Role

Despite rapid advances in autonomous coding, Ng rejects the notion that software engineers are becoming obsolete.

Instead, he believes developers are evolving into professionals who:

• Define product strategy.
• Translate ideas into AI-readable specifications.
• Interpret customer needs.
• Balance technical implementation with user experience.
• Incorporate knowledge unavailable to AI systems.

While AI increasingly assists with analyzing customer feedback, usage data, and competitor products, Ng argues that human judgment remains essential because people possess richer contextual understanding than current AI models.

Why It Matters

The emergence of loop engineering reflects a broader shift in software development:

• AI agents increasingly automate coding, debugging, and testing.
• Human developers spend more time on product vision and strategic decisions.
• Continuous feedback—from both developers and users—becomes central to building better software.
• Engineering and product management roles are becoming more closely integrated.

Rather than signaling the end of programming, Ng's framework suggests that the future of software development lies in human-AI collaboration, where AI accelerates implementation while humans provide direction, creativity, and contextual decision-making.