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Deployed Missions

Production software, framed honestly: DEPLOYED means a live demo exists, FIELD-TESTED means it ran in a real facility, IN DEVELOPMENT means the repo is public and moving.

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