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  • Meta
  • Toronto, Ontario, Canada
  • 08:18 (UTC -05:00)
  • LinkedIn in/mushiraz

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Achievement: Pull Sharkx3Achievement: YOLO

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Achievement: Pull Sharkx3Achievement: YOLO

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@InflareXYZ

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mushiraz/README.md

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Building at the intersection of systems and intelligence

About

Software engineer at Meta based in Toronto. I build large-scale backend systems and explore the intersection of systems programming and machine learning — from GPU-accelerated video decoding and distributed infrastructure to applied ML, drones, and LLMs.

Featured Work

ROCm / rocDecode

High-performance GPU video decoder used across AMD's compute ecosystem. Contributed core decoding features and optimizations.

C++ GPU Video

Video AI Pipeline

Production-ready video analysis system with local LLaVA-7B inference, optimized frame extraction, and 100% local processing.

Python LLaVA Ollama

Ollama RAG

Retrieval-augmented generation system for querying large-scale document collections with local LLM inference.

Python RAG LLM

Face-Tracking Drone

Tello drone integration with OpenCV for real-time face detection and autonomous following capabilities.

Python OpenCV Drone

Tech Stack

LANGUAGES

Python C++ Rust TypeScript Java C# JavaScript

ML / DATA

PyTorch TensorFlow OpenCV scikit--learn Pandas

INFRASTRUCTURE

Docker Kubernetes Linux Jenkins MongoDB Azure

FRAMEWORKS

React Django Node.js Express Tailwind

Stats

  

Open to interesting conversations — feel free to reach out.

Pinned Loading

  1. ROCm/rocDecode ROCm/rocDecode Public

    [DEPRECATED] Moved to ROCm/rocm-systems repo

    C++ 33 25

  2. Face-Tracking-Drone Face-Tracking-Drone Public

    Utilizing Tello drone with OpenCV to do face detection and following.

    Python 2

  3. Gradient-Descent Gradient-Descent Public

    Implementation of the gradient descent algorithm which is commonly used for optimization in Machine Learning training algorithms.

    Python

  4. Language-Translator Language-Translator Public

    Allows for user to translate between English and German!

    Jupyter Notebook

  5. ollama_rag ollama_rag Public

    RAG based implementation with OLLAMA to serve as the API endpoint for querying large scale documents.

    Python

  6. video_inferencing_pipeline video_inferencing_pipeline Public

    🎬 Initial Release: Production-Ready Video AI Analysis Pipeline Complete enterprise-grade system with local Ollama/LLaVA-7B integration. Features: 100% local processing, optimized frame extraction, …

    Makefile