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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

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

C++ GPU Video

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

Python LLaVA Ollama

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

Python RAG LLM

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


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Open to interesting conversations — feel free to reach out.

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