🏋️ Rehab Strength Dashboard
LIVEStreamlit health-analytics app tracking workouts, sleep and recovery after a stroke. Full data pipeline, statistical testing, CI and a live deployment.
👨✈️ About me
I'm a Captain in the Colombian Air Force — UH-60 Black Hawk copilot and UH-1 pilot — transitioning into data science.
My path into data began while recovering from a stroke: I started building dashboards to track my own rehabilitation — therapy, training load, sleep and recovery — and what began as personal tracking grew into deployed, tested analytics applications and a new career direction.
I bring cockpit discipline to data work: reproducible pipelines, statistical rigor, and clear communication.
📂 Projects
📰 NLP — Fake News Colombia
IN PROGRESSSpanish NLP classifying news verdicts (true / false / uncertain) from Colombian fact-checks. Web-scraped dataset, BETO fine-tuning, and responsible-ML docs: model card, datasheet & data statement.
🏦 Mortgage Credit Risk
UPCOMINGDefault-risk modeling on synthetic mortgage lending data — data generation, model training and evaluation.
🛰️ GNSS Forecasting
THESISTime-series forecasting of GNSS signals — MSc thesis project.
🛠️ Tech & Tools
🐍 Python
🐼 Pandas
🤖 scikit-learn
🤗 Transformers
⚡ Streamlit
📓 Jupyter
🗄️ SQL
📊 Power BI
📈 Excel
🔧 Git & GitHub Actions