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FOX-KNIGHT/README.md

Followers   Views   Status   Location

> whoami

const engineer = {
  name    : "Siddhant Jena",
  alias   : "FOX-KNIGHT",
  role    : "Full-Stack Engineer × IoT Architect × AI Dev",
  campus  : "ITER, SOA University — Bhubaneswar, India",
  runtime : "hardware ↔ firmware ↔ cloud ↔ UI",

  thinking_in : [
    "systems",       // not just features
    "data flows",    // not just endpoints
    "failure modes", // not just happy paths
  ],

  currently : [
    "QuizArena v2   → multi-tenant quiz engine",
    "IoT pipeline   → ESP32 edge → cloud scoring",
    "Exploring      → quantised TF Lite on metal",
  ],
};

> arch --stack

┌──────────────┬──────────────────┐
│  HARDWARE    │ ESP32 · RPi · I²C│
├──────────────┼──────────────────┤
│  TRANSPORT   │ MQTT · Socket.IO  │
├──────────────┼──────────────────┤
│  BACKEND     │ Node · Express    │
│              │ Docker · AWS      │
├──────────────┼──────────────────┤
│  INTELLIGENCE│ YOLOv8 · Genkit  │
│              │ TF Lite · Edge    │
├──────────────┼──────────────────┤
│  PERSISTENCE │ MongoDB · PG     │
│              │ Firebase          │
├──────────────┼──────────────────┤
│  PRESENTATION│ Next.js · React  │
│              │ Tailwind · Vite   │
└──────────────┴──────────────────┘


TempMent

ESP32 → I²C → MQTT → WebSocket → MongoDB

Custom anomaly engine via threshold + rate‑of‑change on the live MQTT stream. Sub‑300ms end‑to‑end: sensor to browser.

ESP32 MQTT Next.js MongoDB

Mindmesh

YOLOv8 + Docker inference → telemetry fusion → health score

Vision + metrics + logs unified into one dashboard. Inference server decoupled from UI via Docker.

YOLOv8 Python React Docker

Dhara

Genkit chains: soil → crop → market → advisory

Multilingual AI for Indian farmers in EN / HI / BN / OR. Dynamic prompt templates per language — not just UI strings.

Genkit Next.js TypeScript Leaflet


Safety

TF Lite + MediaPipe in a Web Worker — never blocks UI

EAR drowsiness scoring · head-pose distraction. No backend. No auth. No data. Pure static bundle.

TFLite MediaPipe React Vite

Quiz

Socket.IO namespaces · server-auth scoring · organiser wizard

6-char quiz codes, reconnection backoff, crash-hardened for live campus events deployed on Render.

Socket.IO Next.js MongoDB Render

STOCKR

JWT role auth · Socket.IO stock events · market cap leaderboard

Hostile takeover mechanics, Dead Startup pitches, Genesis Wallet — run live for 25+ teams in a college auditorium.

Socket.IO Next.js JWT MongoDB


Languages

Frontend

Backend

DB and AI

Hardware



Contribution Snake

fox-knight@ITER:~$ status --current

  [########--]  QuizArena v2         78%  multi-tenant wizard · shareable codes · route migration
  [#####-----]  IoT inference pipe   52%  ESP32 edge pre-proc · MQTT · quantised TF Lite on metal
  [##--------]  COA deep-dive    ongoing  Amdahl · cache mapping · pipeline hazards

fox-knight@ITER:~$ █

GitHub   LinkedIn   Gmail


"The best systems are invisible to the user and unforgettable to the engineer who built them."

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