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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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udit-rawat/README.md

hey I'm Udit

ML engineer focused on production AI systems memory, retrieval, and agent infrastructure.

What I'm building: side projects

Project Description
reel-gpt Topic brief → polished vertical AI reel with script, TTS, motion graphics, and Sora clips. Python TypeScript JavaScript HTML CSS
CardioX End-to-end MLOps pipeline — AWS, MLFlow, Docker. Python
Quest On-device RAG for fast coding problem lookup. Python
Synthax JAX + SymPy exploration of ML optimization via Hessians and gradients. Python

PyTorch JAX Python MLFlow Docker RAG Agents Memory Research

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  1. 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

  2. CardioX CardioX Public

    An End 2 End MLOps Pipeline replication on toy dataset usinng AWS, MLFlow, Docker.

    Jupyter Notebook 1

  3. Gan-n Gan-n Public

    A experimental project that delves in dealing with CI dataset using SMOTENN+GAN with dvc experimentation.

    Python 1

  4. whisper-space whisper-space Public

    An ASR Gradio GUI based project that transcript the audion and provides NLP based analysis.

    Python 1

  5. Synthax Synthax Public

    A JAX + SymPy based project that explores optimization in ML using hessian matrix and graidents.

    Jupyter Notebook 1 1

  6. hierarchical-reasoner hierarchical-reasoner Public

    experiment reproducible of the Hierarchical Reasoning Model (HRM) by Sapient Intelligence (Guan Wang et al., June 2025) in pytorch.

    Python 1