I'm an AI Data Engineer and software engineer passionate about building scalable, high-quality systems that deliver real value. With a background spanning custom software, AI marketing, and healthcare, I thrive on a pragmatic approach: moving ideas off the whiteboard and into working proofs-of-concept to test, learn, and iterate fast.
- M.S. in Artificial Intelligence — Universidad de los Andes
- B.S. in Management Information Systems — Universidad Nacional de Colombia
| Name | Description |
|---|---|
| AudioReprompt | I led a Master's capstone team to create a framework that automates music generation for multi-sensory experiences using Multimodal Large Language Models (MLLMs) like BERT, CLAP, and MusicGen. We are currently executing ablation studies to prepare our core findings for academic publication. |
| Computer Agents | A technical proof-of-concept developed for a company exploring agentic architectures. The solution features an autonomous agent using Claude Sonnet's computer use capabilities, integrated with dynamic VNC. |
| GIL or not GIL, that is the question 😅 | An exploration of the new GIL options in Python 3.13 and 3.14. Inspired by Tiago Rodrigues Antão’s Fast Python (2023), it focuses on advanced concurrency using asyncio and multiprocessing. |
| Connect 4 (Ad-free!) | A web-based game built with a Q-learning reinforcement learning agent. Play it, get fun! |
I am looking to team up on Data Engineering and AI projects—especially those involving Natural Language Processing (NLP), climate change, or music generation.
📍 Based in: Pasto, Colombia 🇨🇴 — surrounded by amazing landscapes and a beautiful volcano.
📫 Reach out: mfreyesojeda@gmail.com
