MSc Data Science candidate · Esp. Machine Learning
🌎 Spanish (native) · English (B2 · professional working proficiency)
Colombian Air Force captain (UH-60 Black Hawk copilot / UH-1 pilot) transitioning into data science. I discovered data while recovering from a stroke — building dashboards to track my own rehabilitation — and turned it into a career path. I bring cockpit discipline to data work: reproducible pipelines, statistical rigor, and clear communication.
| Project | What it does | Stack | Status | Links | |
|---|---|---|---|---|---|
| 🏋️ | rehab-strength | Health-analytics dashboard tracking workouts, sleep & recovery after a stroke — full data pipeline, statistical testing and CI | Python Streamlit Pandas |
Live app » · Repo | |
| 📰 | NLP-Fake-News-Colombia | Spanish NLP classifying news verdicts (true / false / uncertain) from Colombian fact-checks — web-scraped dataset, BETO fine-tuning, model card · datasheet · data statement | Transformers BETO Streamlit |
Live demo » · Repo | |
| ⚡ | Forecast-Energy-StockChange-Colombia | Forecasting Colombia's hourly wholesale electricity spot price (precio de bolsa) from public SIMEM/XM data — self-updating ingestion pipeline on GitHub Actions | Python Time series GitHub Actions |
Repo | |
| 🚁 | ASRS Rotorcraft NLP | MSc thesis — taxonomic coverage of NASA ASRS incident narratives in rotorcraft operations. Domain expertise from 1500+ flight hours applied to model auditing and disaggregated evaluation | Python NLP Transformers |
private until defense |
From flight plans to data pipelines — precision, discipline and clear communication.