Hello
Here's who I am and what I do
Welcome to my personal website! I am an AI developer pursuing a Master’s in Artificial Intelligence at TU Eindhoven, where I am constantly applying First Principles thinking to solve complex problems. I am the creator of EmbedAnything, a Rust-based library designed to optimize embedding pipelines, making them faster and more reliable. As the head of the Machine Learning team at Team Serpentine, I am leading the development of AI solutions for Brain-Computer Interfaces. With a passion for advancing technology, I am committed to using AI for social good and exploring green technology innovations. Let’s collaborate to shape a better future through cutting-edge solutions to real-world challenges.
Featured Projects
EmbedAnything
A Rust-based library designed to optimize embedding pipelines, making them faster and more reliable. Features include:
- Local, ONNX, and cloud embedding model support
- Multimodal processing (text, images, audio)
- Vector streaming for memory-efficient indexing
- 91.2% Rust, 8.5% Python codebase
Contributor to Candle
Contributing to Candle, a minimalist ML framework for Rust with 16k+ stars. Added three key models to enhance the framework's capabilities:
- ColPali - Vision RAG Model
- Splade Model - Sparse Bert Model for BM25
- Reranker Model - Cross-encoder Architecture
Recent Blogs
29 Sept 2024
Build ReAct Agents using SLMs from Scratch
6 Aug 2024
REINFORCE Algorithm
30 Jul 2024