I'm Manuel.
I specialize in building systems that require high precision: from algorithmic trading engines to computer vision solutions. My focus is on bridging the gap between raw data and actionable intelligence, optimizing performance whether it's in the cloud or on the edge.
I operate at the intersection of Financial Tech and Artificial Intelligence. I don't just write software; I architect ecosystems that can analyze, adapt, and execute autonomously.
- Autonomous Systems: Developing agents and LLMs that reduce human operational load.
- Algorithmic Trading: Creating low-latency bridges for real-time financial markets.
- Engineering Mindset: Applying strict architectural patterns to chaotic data streams.
| Project | Description |
|---|---|
| Algo Trading Bridge | A high-stability communication protocol ensuring zero-loss data transfer between Python ML models and financial market terminals. |
| Binder AI | An intelligent document processing engine that transforms unstructured legacy files into clean, queryable datasets. |
| JobThis | An automated intelligence tool designed to scrape, filter, and identify niche career opportunities in real-time. |
| Quant Simulator | A proprietary backtesting engine capable of simulating years of market conditions in seconds to validate trading strategies. |
My obsession with performance doesn't end at the terminal. I approach the physical world with the same engineering rigor I apply to software