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MuhammadUsama100/README.md

Hi, I'm Muhammad Usama πŸ‘‹

Researcher β€’ ML Engineer β€’ Generative AI β€’ 3D Vision

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πŸš€ About Me

I’m a Research Assistant working at the intersection of Generative AI, Multimodal ML, CAD Geometry, and 3D Vision, with experience across LLMs, diffusion models, multimodal systems, and scalable ML engineering.

  • 🧠 Published in leading international ML/AI venues
  • πŸ”¬ Focus: Generative AI, NURBS-based CAD modeling, 3D understanding
  • πŸ’» Ex-Software Engineer with strong distributed & production ML experience
  • 🎯 Passion: turning frontier research into real-world AI systems

🧩 Tech Stack & Tools

πŸ–₯️ Languages

Python C++ JavaScript C# Dart

πŸ€– ML / AI

PyTorch Transformers Diffusion Models LoRA vLLM BlenderPython 3D Vision

πŸ—οΈ Software Engineering

Docker Kubernetes FastAPI .NET NestJS Django GitHub Actions Redis AWS LocalStack


πŸ“Š GitHub Stats


🧠 What I'm Working On

  • LLM-Driven parametric CAD generation
  • Large-scale 3D asset captioning & multimodal datasets
  • Advanced diffusion models for controllable generation
  • Scalable ML engineering & distributed training workflows

✨ Fun Facts

  • πŸ“ I enjoy table tennis & cricket
  • 🌍 I love traveling β€” visited Germany, France, Greece, Luxembourg, Saudi Arabia, Pakistan
  • πŸ“š Lifelong learner exploring LLMs, 3D vision, and creative AI

πŸ“« Connect with Me


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  1. NURBGen NURBGen Public

    [AAAI 2026] NURBGen is the first framework that generates high-fidelity, editable 3D CAD models directly from natural-language text using NURBS-based symbolic representations

    TypeScript

  2. MARVEL-FX3D MARVEL-FX3D Public

    Forked from SadilKhan/MARVEL-FX3D

    [CVPR 2025] Official Implementation of Marvel-FX3D from MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation

  3. Covid-19-Tracker Covid-19-Tracker Public

    A contact tracing mobile application that tracks user contacts in the community and alerts users of probable COVID-19 exposure. The app uses 14-tier contact analysis to determine risk factors and e…

    Dart 1

  4. mareebsiddiqui/urdu-document-clustering-kmeans mareebsiddiqui/urdu-document-clustering-kmeans Public

    C++ 2