╔══════════════════════════════════════════════════════════════╗
║ ║
║ 「 THE SYSTEM HAS BEEN ACTIVATED 」 ║
║ ║
║ PLAYER: TARUNJIT ║
║ CLASS: AI PRODUCT ENGINEER ║
║ RANK: S → ??? ║
║ ║
║ BUILD → BREAK → LEARN → EVOLVE → SHIP ║
║ ║
╚══════════════════════════════════════════════════════════════╝
I don't wait for the perfect idea.
I find a problem.
↓
Understand it.
↓
Design the system.
↓
Use AI as my multiplier.
↓
Build the product.
↓
Break it.
↓
Fix it.
↓
Deploy it.
↓
Level up.
I'm a B.Tech CSE student and AI Product Engineer focused on building AI-powered products, intelligent agents, RAG systems, developer tools, automation platforms and full-stack applications.
I enjoy taking an idea from:
"What if..." → "Let's build it." → "It's live."
My strongest weapon isn't typing code faster.
It's turning ambiguous ideas into working systems.
A shinobi is not defined by the techniques they know.
They're defined by how quickly they adapt.
┌──────────────────┐
│ UNKNOWN │
└────────┬─────────┘
↓
┌──────────────────┐
│ EXPLORE │
└────────┬─────────┘
↓
┌──────────────────┐
│ BUILD │
└────────┬─────────┘
↓
┌──────────────────┐
│ BREAK │
└────────┬─────────┘
↓
┌──────────────────┐
│ LEARN │
└────────┬─────────┘
↓
┌──────────────────┐
│ EVOLVE │
└────────┬─────────┘
↓
┌──────────────────┐
│ SHIP │
└──────────────────┘
Learn → Build → Fail → Understand → Rebuild → Ship
I don't believe in waiting until I know everything.
I learn what the problem demands, build the system, discover what I don't know, and then go deeper.
╭────────────────────────────────────────────────────────────╮
│ PLAYER PROFILE │
├────────────────────────────────────────────────────────────┤
│ │
│ 🧠 Intelligence ███████████████░░░ BUILDING │
│ ⚔️ Engineering █████████████░░░░░ LEVELING │
│ 🤖 AI Systems ███████████████░░░ ACTIVE │
│ 🏗️ Product Building ████████████████░░ STRONG │
│ 🔥 Curiosity ██████████████████ MAX │
│ 🧪 Experimentation █████████████████░ HIGH │
│ 📚 DSA ███████░░░░░░░░░░░ TRAINING │
│ │
╰────────────────────────────────────────────────────────────╯
LLMs RAG AI Agents LangChain LangGraph
Prompt Engineering LLM Evaluation Vector Search
Embeddings AI Automation Local LLMs
Python TypeScript JavaScript
FastAPI Node.js Express
React Next.js REST APIs
Docker PostgreSQL Redis
pgvector MongoDB Firebase
Git GitHub CI/CD
ChatGPT Claude Gemini
AI-assisted coding AI-assisted debugging
rapid prototyping agentic development
AI is not my replacement for engineering.
It's my multiplier.
┌──────────────────────────────────────────────────────────┐
│ │
│ 🧩 COMPLEX SYSTEMS │
│ │
│ 🤖 Autonomous Agents │
│ 🧠 LLM Applications │
│ 🔎 Retrieval-Augmented Generation │
│ 🛡️ AI Safety & Evaluation │
│ ⚙️ Developer Infrastructure │
│ 🏗️ Full-Stack AI Products │
│ 🚀 Autonomous Software Engineering │
│ │
└──────────────────────────────────────────────────────────┘
I don't want to build another chatbot.
I want to build systems that do things.
An AI software engineer that attacks GitHub issues.
GitHub Issue
↓
Repository Analysis
↓
Relevant Code Retrieval
↓
Reasoning / Planning
↓
Code Generation
↓
Sandbox Execution
↓
Tests
↓
Failure Analysis
↓
Iterative Fix
↓
Pull Request
Stack: Python LangGraph FastAPI ChromaDB GitHub API Docker
Focus: Autonomous coding · Repository intelligence · Agent orchestration · Evaluation
AI infrastructure for businesses.
A multi-tenant AI platform combining intelligent business workflows, document intelligence, RAG, automation and conversational AI.
CONFLUX AI
USER
│
▼
┌──────────────┐
│ AI INTERFACE │
└──────┬───────┘
│
┌──────────────┼──────────────┐
↓ ↓ ↓
RAG AUTOMATION BUSINESS AI
│ │ │
└──────────────┼──────────────┘
↓
┌──────────────┐
│ DATA LAYER │
└──────────────┘
Stack: Next.js FastAPI PostgreSQL pgvector Redis Docker
Focus: SaaS · Multi-tenancy · RAG · AI workflows · Production architecture
Observability for AI agents.
Monitor what your agents are doing.
Agent
│
├── Events
├── Tokens
├── Latency
├── Cost
├── Errors
└── Tool Calls
│
▼
┌─────────────┐
│ AgentWatch │
└──────┬──────┘
↓
Real-time Dashboard
Stack: FastAPI PostgreSQL Redis WebSockets Textual
Focus: AI observability · Telemetry · Cost tracking · Real-time systems
I'm constantly experimenting with:
┌────────────────────────────────────────────┐
│ │
│ 🧠 LLM Applications │
│ 🤖 Autonomous Agents │
│ 🔎 RAG & Retrieval │
│ 🛡️ AI Safety │
│ 👁️ Computer Vision │
│ ⚙️ Developer Tools │
│ 🧬 Multi-Agent Systems │
│ 🚀 Autonomous Software Engineering │
│ │
└────────────────────────────────────────────┘
Some experiments become products.
Some become failures.
Both are useful.
CURRENT QUEST
│
▼
┌─────────────────────┐
│ AI PRODUCT ENGINEER │
└──────────┬──────────┘
│
┌───────────┼───────────┐
↓ ↓ ↓
BUILD DEPLOY LEARN
│ │ │
└───────────┼───────────┘
↓
NEXT LEVEL
│
▼
AI SYSTEMS ENGINEER
│
▼
AI RESEARCH ENGINEER
│
▼
??? / AGI
- Build production-grade AI systems
- Contribute meaningfully to open source
- Work with an exceptional engineering team
- Go deeper into AI systems and infrastructure
- Build systems used by real people
- Become significantly better at software engineering
- Explore autonomous intelligence
- Eventually work on frontier AI
"If we don't fight, we can't win."
The unknown doesn't scare me.
Complex systems don't scare me.
A technology I don't know doesn't scare me.
The only thing that bothers me is staying at the same level.
So I keep exploring outside the walls.
THE WALLS
┌─────────────────────────────┐
│ │
│ KNOWN TECHNOLOGY │
│ │
│ KNOWN SYSTEMS │
│ │
└──────────────┬──────────────┘
│
▼
UNKNOWN TERRITORY
AI × SYSTEMS × AGENTS
×
AUTONOMOUS SOFTWARE
×
??? / AGI
I believe the fastest way to become a better engineer is to:
Read → Understand → Modify → Break → Fix → Contribute
I'm interested in contributing to projects around:
- AI agents
- LLM infrastructure
- developer tooling
- AI evaluation
- RAG
- autonomous software engineering
- AI safety
┌───────────────────────┐
│ BEGINNER │
└───────────┬───────────┘
↓
BUILD PRODUCTS
↓
SHIP SYSTEMS
↓
UNDERSTAND SYSTEMS
↓
MASTER AI SYSTEMS
↓
BUILD AUTONOMOUS
SYSTEMS
↓
?
I don't know exactly where the road ends.
That's the point.
If you're an engineer, researcher, founder, builder, or someone obsessed with AI and technology:
Let's build something difficult.
┌─────────────────────────────────────────────┐
│ │
│ 「 THE NEXT LEVEL AWAITS 」 │
│ │
│ BUILD SOMETHING │
│ IMPOSSIBLE. │
│ │
└─────────────────────────────────────────────┘
⚔️ BUILD · 🧠 LEARN · 🤖 AUTOMATE · 🚀 SHIP · 🔥 EVOLVE