┌─────────────────────────────────────────────────────────────────────┐
│ AAJ@systems:~$ whoami │
└─────────────────────────────────────────────────────────────────────┘
Name » Aman Amarjit
Alias » AAJ · Reshape The Algorithm (RTA)
Location » Odisha, India
Status » [ ONLINE ] Building at the intersection of AI & systems
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│ AAJ@systems:~$ cat focus.json │
└─────────────────────────────────────────────────────────────────────┘
{
"primary" : ["Machine Learning", "LLM Engineering", "NLP Pipelines"],
"secondary" : ["Security Engineering", "Biometric AI", "Quant Systems"],
"frontier" : ["Autonomous Agents", "Human-Machine Interfaces", "Robotics"]
}
┌─────────────────────────────────────────────────────────────────────┐
│ AAJ@systems:~$ cat highlights.log │
└─────────────────────────────────────────────────────────────────────┘
✦ Delivered multi-engine crypto analytics platform for intl. client (CA)
✦ 2nd Place — Code Verse · HORIZON 2026, IGIT Sarang (Mar 2026)
✦ Freelance AI/ML engineer — clients across India & Canada
✦ Founder, Reshape The Algorithm (RTA) — AI engineering practice
AAJ@systems:~$ _
| # | Project | Description | Stack | Links |
|---|---|---|---|---|
| 01 | CRYPTO REVERSAL BOT | Production-grade algorithmic trading system with 15 analytical engines, breakout detection, volatility filtering, and a React/TypeScript dashboard. Built for international client. | Python FastAPI React TypeScript Vite |
— |
| 02 | KNOWLEDGE SYNTHESIZER | NLP pipeline that transforms raw audio and text into live semantic knowledge graphs. Extracts entities, infers concept relationships, renders real-time graph topology. | FastAPI NLP Graph Rendering Python |
↗ Demo · ↗ Source |
| 03 | BIOMETRIC ENGINE | Face recognition running 100% client-side via TensorFlow.js. Zero biometric data ever leaves the browser. JWT sessions + IndexedDB encryption. | TensorFlow.js JWT IndexedDB Security |
↗ Demo · ↗ Source |
| 04 | DISCORD AI PERSONA | Autonomous social agent with a dynamic mood-state engine (affects tone, pacing, emoji usage), persistent user memory via entity extraction, and multi-key API failover. Deployed via Docker + PM2. | Gemini API Episodic Memory Docker PM2 |
↗ Source |
| 05 | SOLAR SYSTEM — GESTURE UI | Full WebGL solar system controlled by real-time hand gesture recognition. No controllers, no clicks. MediaPipe fused with Three.js orbital physics at 30fps. | Three.js MediaPipe WebGL Computer Vision |
↗ Demo · ↗ Source |
| 06 | RULE THE WORLD | Geopolitical & macroeconomic strategy simulator on a custom modular JS engine — zero framework dependencies. Real-time diplomatic state machines, multi-variable economic modeling. | Vanilla JS Event-Driven State Machines |
↗ Demo · ↗ Source |
| 07 | PERSONAL BUTLER (PANDA AI) | AI desktop agent with episodic memory, local RAG pipeline, and a cognitive emotion framework (OCC/PAD model). Voice-driven interaction via Whisper. | Whisper FastAPI RAG Python |
↗ Source |
| 08 | PLUMBER | Dual-interface Android service marketplace in Kotlin — real-time technician tracking, booking dashboard, and live status updates. | Kotlin Android Firebase |
↗ Source |
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║ T H E A A J M A N I F E S T O ║
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║ ║
║ I · Security is not a feature — it is the foundation. ║
║ II · Every abstraction must earn its complexity. ║
║ III · Systems should think. Interfaces should transcend. ║
║ IV · Ship with intent. Refactor with courage. ║
║ V · The best code is the code that doesn't need comments. ║
║ ║
╠═════════════════════════════════════════════════════════════════╣
║ — Aman Amarjit · AAJ · RTA · 2025 — ║
╚═════════════════════════════════════════════════════════════════╝
AI-Native · Security-First · Systems Thinker · Open to Collaborate