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anshu.os

anshu.os v2026.6 — bengaluru, in · status: ONLINE

ANSHU PRAKASH
HINDOYAR

Full-Stack Engineer / Applied AI

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

> view work > open lab

leetcode: 1657·users served: 200+·dataset curated: 15,000 imgs

~/system/about

Kernel Changelog

~/system/processes

Process Constellation

$ inspect ▍

hover a node to inspect the module

languages

web

ml & vision

data

cloud

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

~/work/deployed

Deployed Missions

MISSION-01 · FIELD-TESTED field

Tata Steel People Counting

Real-time people detection and counting on industrial CCTV, built on YOLOv10 and a 15,000-image dataset curated by hand.

── yolov10 · bytetrack · opencv · python ──

  • ▸ 15,000-image custom dataset, curated and annotated
  • ▸ real-time inference on live plant CCTV feeds
  • ▸ ran inside an operating steel facility
MISSION-02 · 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-03 · 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-04 · 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 → ]

~/log/entries

System Logs

Booting ANSHU.OS: designing a portfolio as an operating system Projects 2 min I built the chatbot on my portfolio: RAG on a static site for $0 AI 3 min 15,000 images later: what industrial CV taught me about data work AI 2 min

[ all entries → ]

~/system/connect

Open a Channel

anshu@os — terminal

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

anshu@os:~$