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Tarunjit45/README.md

🚀 Tarunjit Biswas | AI Research Engineer & Vibe Coder

221352989-518609ab-b4d1-459e-929f-a08cd2bd9b3c

"Engineering at extreme velocity. Architecting the future of autonomous intelligence, one vibe at a time."

I am an AI Research Engineer and Vibe Coder focused on bridging the gap between cutting-edge LLM research and production-grade engineering. I specialize in building high-velocity AI observability tools, autonomous agent frameworks, and specialized web ecosystems.


🧠 Core Research Focus

  • AI Reliability & Governance: Developing frameworks to audit LLM hallucinations and secure agentic decision chains.
  • Operational Efficiency: Profiling token consumption and architectural waste in large-scale AI deployments.
  • Agentic Orchestration: Building multi-agent systems that self-correct and prioritize safety.
  • Hardware-Software Synergy: Optimizing AI-driven hardware controls and low-latency diagnostic dashboards.

🛠️ Featured Neural Assets

Project Problem Solved
AgentWatch Real-time monitoring to stop AI agents from burning tokens and money.
HalluciScope Local LLM 'autopsy' tool that detects and scores AI hallucinations.
AI-Pulse Intelligent platform for real-time AI trends using Gemini 2.5 + Search.
TokenLens A token waste profiler identifying architectural inefficiencies in LLM workflows.
ChainWatch A "flight data recorder" for multi-step AI systems ensuring decision integrity.

💻 Technical Stack

  • Languages: Python, TypeScript, JavaScript, HTML/CSS.
  • AI/ML: Gemini API, OpenAI, Ollama, TensorFlow, Hugging Face Transformers.
  • Frontend: React, Next.js, Tailwind CSS, Vite.
  • Backend/CLI: Node.js, Python CLI frameworks, Vercel, Google Cloud Run.
  • Robotics/Physics: MuJoCo Warp, GPU-optimized simulation environments.

⚡ The Vibe Coding Philosophy

I believe in Extreme Prototyping. By orchestrating advanced AI models, I bypass traditional development bottlenecks to ship functional, research-grade software in hours, not weeks. I don't just write code; I orchestrate systems.


🌐 Connect with Me


Tarunjit's GitHub stats

[SYSTEM_LOG]: Session active. Architecting the next generation of intelligence...

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  1. ChainWatch ChainWatch Public

    ChainWatch is a flight data recorder for multi-step AI systems. It's a CLI-based tool that records every step in an AI decision chain, links them together in order, prevents tampering, and allows y…

    Python 1

  2. SpecGuard SpecGuard Public

    SpecGuard is a command-line tool that turns AI safety policies and behavioral guidelines into executable tests. Think of it as unit testing for your AI's output. Instead of trusting that your AI wi…

    Python 1

  3. ModelPulse ModelPulse Public

    ModelPulse helps maintain model reliability and performance by providing early warning signals for these issues, allowing teams to address them before they impact users significantly.

    Python 1