A record written among the stars.
Long before the research, there were marks of brilliance — academic constellations that hinted at a mind built for the frontier.
Before the research, there was curiosity.
A young builder learning to speak to machines — one line, one circuit, one experiment at a time.
First Spark — Scratch
Dragging blocks to bring ideas to life. Games, stories, and the realization that logic is a kind of magic.
Python
The first real language. Loops, lists, and the thrill of a program that thinks back.
C++ & the Smart Dustbin
An ultrasonic sensor, a servo motor, and an automated bin that opened itself — engineering with purpose.
Electronics Lab
Breadboards, LEDs, and circuits — understanding the physical heartbeat beneath every line of code.
Then, artificial intelligence awoke.
Connections forming in real time — a mind learning to perceive, classify, reason, and above all, be trusted.
Detect the lie before it spreads.
The first research mission: separate truth from fabricated news — three models, one decisive boundary.
Detection Accuracy
From the classroom to the frontier.
Research that reaches the world stage — published, collaborated, and aimed squarely at the problem of truth.
Toward Factuality in Language Models
Measuring and reducing factual drift in generative text at a top NLP venue.
Hallucination Reduction
Joint work on constraining model outputs to verifiable, grounded knowledge.
Reasoning You Can Rely On
Frameworks for evaluating whether an AI's chain of thought is sound and safe.
The Anatomy of a Hallucination
Tracing where language models invent — and how to anchor them back to fact.
Knowledge-Grounded Generation
Retrieval-first pipelines that let models cite their sources — or stay silent.
Broken facts, woven into knowledge.
A hallucination is a disconnected node. Truth is a graph — every claim linked, verified, and held accountable to the rest.
Knowledge confined is knowledge wasted.
The camera pulls back. A single student becomes a system — an ecosystem built to carry the future outward.
ScienceTech
Foothold
The Foundation
Education, set free.
Hope spreading like light — into government schools, community halls, and rooms that had never seen AI before.
From curiosity to creation.
Web Development
The first language of the internet. Students learn to build, design, and publish — turning ideas into something the world can see and click.
Python
The bridge to logic and data. Clean syntax, real power — the foundation beneath nearly every modern AI system.
AI Foundations
What is intelligence? How do machines learn? The concepts that transform a coder into a thinker.
Machine Learning
Training models, reading data, watching predictions emerge. The moment students realize they can teach a machine.
Research Projects
Real problems, original work. The pipeline ends where every great career begins — asking a question no one has answered.
Measuring not just answers, but thought.
A system that illuminates how a student reasons — not whether they guessed right, but how their mind arrived there.
Off the screen, another arena.
National-level football — where the same discipline, speed, and leadership that built AI learned to move on grass.
Building people, not just projects.
Mentorship and public voice — weaving thousands of students into one living, learning network.
Public Speaking
From classrooms to stages — making complex ideas feel within reach.
Mentorship
One-on-one guidance that turns hesitant beginners into confident builders.
Workshops
Hands-on sessions that demystify AI for rooms full of first-timers.
Community
A growing network where every student lifts the next.
And the camera rises above it all.
A future where trustworthy intelligence and open education move together — for everyone, everywhere.
Global AI Education
Breaking the barrier of geography so any curious mind can learn to build intelligent systems.
Trustworthy AI Systems
Intelligence that cites its sources, knows its limits, and earns the right to be believed.
Human–AI Collaboration
Not replacement, but partnership — machines that amplify what people do best.
Research for Humanity
Work measured not by citations, but by the lives it lifts.
DEVANG SHIMPI
One student.
Thousands of futures.
Beyond The Story
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