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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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udit-rawat/README.md

hey, I'm Udit

AI engineer shipping production LLM systems : edge SLMs, multi-agent orchestration, and inference infrastructure.

What I'm building

Project Description
tribunal Adversarial multi-agent fact-checker : a Prosecutor and Defender argue opposite sides of a claim over retrieved evidence, a deterministic verifier strikes any quote not found verbatim in the source, and a Judge rules. 96% quote grounding on a 32-claim eval. Ships as CLI, streaming web UI, and MCP server. Python LangGraph MCP
animatic Spec-driven engine for AI-narrated motion-graphic reels : JSON spec → Gemini TTS → GSAP composition → MP4. Live demos at @ada.max24. Python GSAP
glassbox A GPT built from first principles in pure PyTorch, no HuggingFace : attention, RMSNorm, RoPE, SwiGLU, grouped-query attention and a from-scratch BPE tokenizer. A same-seed ablation improved validation loss with 12% fewer parameters. Ships with a live attention visualizer. Python PyTorch
RepoSignal Due diligence for every GitHub repo. Know before you clone : local, reproducible scoring. JavaScript
Quest On-device RAG for fast coding problem lookup. Python,FastAPI,DeepseekR1

PyTorch LangGraph DSPy MCP GGUF llama.cpp ONNX LiteLLM Langfuse Docker RAG Agents

Pinned Loading

  1. glassbox glassbox Public

    A language model you can see inside GPT from first principles in pure PyTorch, grown into a modern Llama-style architecture with from scratch BPE, LoRA, and an interactive attention visualizer.

    Python

  2. tribunal tribunal Public

    Adversarial multi-agent fact-checker with just-in-time RAG grounding (LangGraph + MCP)

    Python 1

  3. animatic animatic Public

    Spec-driven engine for AI-narrated motion-graphic reels — JSON spec → Gemini TTS → GSAP composition → MP4

    Python

  4. hierarchical-reasoner hierarchical-reasoner Public

    Reproducible PyTorch implementation of the Hierarchical Reasoning Model (HRM, arXiv:2506.21734) — ACT Q-learning halting, full experiment suite, 49 tests, honest negative results.

    Python 1

  5. RepoSignal RepoSignal Public

    Due diligence for every GitHub repo. Know before you clone. No AI, no servers — local, reproducible scoring.

    JavaScript 2

  6. Quest Quest Public

    Quest is a on device RAG that helps you quickly find solutions to coding problems. It searches through a database of answers and gives you clear, easy-to-understand solutions tailored to your quest…

    Jupyter Notebook