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GAURANSH ARORA
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Gauransh Arora 15 Y/O Builder India

I LEARN BY SHIPPING things.

BUILD. TRAIN.
SHIP.
repeat.

CONCEPT →
PROJECT
new concepts.

Age15 Y/O
BaseIndia
FocusML & RL
Off-screenTennis · Chess
GitHubPantherHale
> currently: _
Machine LearningReinforcement LearningPythonTennisChessShipped: NumdleBuilding: Evaluator for Heat

THE story

01 / About

I'm a 15-year-old from India teaching myself machine learning from the ground up. My method is simple: learn a concept, implement it in a project — and let that project reveal the next thing worth learning.

I build with AI as my partner: I learn from the results. Projects aren't a distraction from the study plan — they are the plan.

When I'm not building, I'm studying or on court.

NameGauransh
Age15
LocationIndia
SportsTennis · Chess
BUILD.EXE_ □ ×
+ 01 / I build

SHIP code

RL agents, web apps, desktop tools — one project at a time, each one a level up. Tap to close.
MATH.EXE_ □ ×
+ 02 / I study

MATH daily

“0.999… isn’t almost 1 — it is exactly 1. Maths hides its biggest surprises in plain sight.”
PLAY.EXE_ □ ×
+ 03 / I play

COURT & board

Tennis for the body, chess for the mind — same discipline, different arenas.

Never get stuck in the course loop — at some point you have to build.

SELECTED WORK

02 / Projects
Insert a disk
/01
Shipped · Live

Numdle

A reinforcement-learning agent that taught itself a number-guessing game — plus the playable web game, deployed to the world. Trained the model, built the frontend, shipped it. End to end.

Python · TensorFlow · DQN / Double-DQN · JS · Cloudflare Pages

  • DQN agent trained 150,000+ episodes
  • Full pipeline: agent, environment, training, evaluation charts, leaderboard
  • Deployed on Cloudflare Pages
/02
In development

Evaluator for Heat

An engineering project currently in the works. Details drop when it ships — watch this space.

Engineering · In development

  • Active build — more soon

Consistency beats intensity — show up daily.

OFF SCREEN

03 / Sports
Court

Tennis

Footwork, patience, and long rallies — the physical counterweight to hours of building.

🎾
Board

Chess

Strategy over 64 squares. It's no coincidence the dream project is an RL chess engine.

WHAT'S next

04 / Up next
The rule I build by

YOU DON'T LEARN
TO BUILD.
YOU BUILD to learn.

Excited to hear from you · Q3 / 2026

LET'S
BUILD
SOMETHING
together.

gauransharora1404@gmail.com
Location
India
IST · UTC +5:30