Core Machine Learning & Deep Learning Engineer specializing in Computer Vision, NLP, and AI Systems. Building intelligent solutions with PyTorch, TensorFlow, and Hugging Face. Focused on model optimization, real-time inference, and scalable ML deployment.
Lose Yourself
Eminem
Skills
Research
Recursive Episodic Memory (REM)
Long-term memory for autonomous agents using recursive retrieval.
Test-Time Compute for Code Generation
A coding agent that generates an internal Verification Plan and uses a Tree of Thoughts approach to backtrack if unit tests fail.
Quadruped (Spot Robot) Moon Surface Simulation
Simulation of Boston Dynamics' Spot robot navigating lunar terrain using NVIDIA Isaac Sim and ROS for autonomous exploration and terrain adaptation.
Featured Open Source Work
Real-time contributions from leading AI/ML organizations
Huggingface
0 contributions2023 - Present
•Active contributor to the Hugging Face ecosystem with multiple repositories and models for NLP and multimodal AI.
Huggingface
0 contributions2023 - Present
•Active contributor to the Hugging Face ecosystem with multiple repositories and models for NLP and multimodal AI.
Synced with GitHub • Updates every hour
Now
A snapshot of what I'm building right now.
Recursive Episodic Memory
Novel architecture for autonomous agents with recursive memory storage and retrieval for long-term coherence.
Designing Data-Intensive Applications
Martin Kleppmann
Deep Learning
Ian Goodfellow et al.
Attention Is All You Need
Vaswani et al. (research deep-dive)
Test-time compute is underexplored for code generation. Giving models a verification loop changes the game.
Recursive memory might be the right abstraction for long-horizon agents. Fixed context windows are fundamentally limiting.
End to End Support Agent MLOps
A full-stack MLOps pipeline for an AI support agent, featuring automated retraining and deployment.
REM
Recursive Episodic Memory for autonomous agents, enabling long-term memory retrieval.
RUST CHASH
High-performance consistent hashing in Rust for distributed systems.
ML Math
Core mathematical concepts for ML implemented from scratch.
Setup
Gears Used
Productivity Tools, Gears i use daily.
VSCode / Cursor Setup
VSCode / Cursor setup i use daily.