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anshu.os v2026.6 — bengaluru, in · 11:34:30 IST

ANSHU PRAKASH
HINDOYAR

Full-Stack Engineer / Applied AI

~ ships production software · trains vision models · building toward autonomous systems

a portfolio that runs like an operating system.

cat resume.pdf ↗ github ↗

~/about

Kernel Changelog

~/skills

Process Constellation

$ inspect

hover a node to inspect the module

languages

web

ml & vision

  • YOLOv10 — depth 2/3
  • ByteTrack — depth 1/3
  • OpenCV — depth 2/3
  • LLMs / RAG — depth 2/3
  • Hugging Face — depth 2/3
  • Frontier LLM APIs — depth 2/3
  • Fine-tuning — depth 1/3
  • Agentic AI — depth 1/3
  • XGBoost / LightGBM — depth 2/3 · used in World Cup 2026 Prediction Engine
  • Monte Carlo — depth 2/3 · used in World Cup 2026 Prediction Engine

data

cloud

  • Cloudflare — depth 1/3
  • Arcjet — depth 1/3 · used in Chatify

~/projects

Deployed Missions

MISSION-01 · DEPLOYED live

World Cup 2026 Prediction Engine

A stacked ML ensemble — Poisson, XGBoost, LightGBM and Elo — run through 10,000 Monte Carlo tournament simulations to forecast the 2026 World Cup, backtested on three prior cups.

── python · xgboost · lightgbm · scikit-learn · streamlit ──

  • 10,000-run Monte Carlo over all 48 teams
  • stacked ensemble — Poisson · XGBoost · LightGBM · Elo
  • backtested on WC 2014/18/22 — 0.216 RPS skill score
MISSION-02 · DEPLOYED live

Quiz App

A cross-platform quiz platform — React web, React Native (Expo) mobile, and an Express + Supabase backend — with role-based auth, timed gameplay, leaderboards, and web-push notifications.

── typescript · react · react native · expo · supabase · express ──

  • cross-platform — React web + React Native (Expo) mobile
  • Supabase backend — auth · postgres · storage
  • role-based auth, timed quizzes, leaderboard, web push
MISSION-03 · DEPLOYED live

Chatify

Real-time messaging with websocket delivery, JWT auth, and rate limiting that survives strangers on the internet.

── socket.io · jwt · zustand · mongodb · arcjet ──

  • websocket delivery — no polling, no refresh
  • IP-based rate limiting via Arcjet
  • JWT auth with protected socket handshakes
MISSION-04 · DEPLOYED live

AI ThumbnailGen

Prompt-to-thumbnail generation for creators — an AI image pipeline wrapped in product decisions about cost and abuse.

── react · node.js · express · mongodb ──

  • prompt → generated thumbnail pipeline
  • credit-based usage to cap generation cost
  • gallery + regeneration flow
MISSION-05 · DEPLOYED live

MERN Auth System

A production-grade authentication system — token rotation, email verification, password reset — built once, properly, and reused since.

── node.js · express · mongodb · jwt ──

  • access + refresh token flow with rotation
  • email verification and password reset
  • reused as the auth layer in later projects

[ all missions → ]

~/logs

System Logs

[ all entries → ]

~/contact

Open a Channel

anshu@os — terminal

channel open. try: connect --github · send "hello" · cat resume · help

anshu@os:~$