👋 Hihi, I'm Fer. I'm a big physics and math nerd who sometimes is encouraged (forced) to dabble with coding, since physics and simulations go hand in hand... Lol. I've built data-driven and interactive projects with a focus on machine learning, predictive maintenance, and visualization.
- 📍 Location: Mexico
- 🎓 Education: Tec de Mty
- 📅 Hacking Since: 2024
- 🎲 cooler-failure-predictor — A predictive maintenance app that estimates cooler failure risk with feature engineering, XGBoost, and risk-based insights. Hack4Her 2025 Winner! (Python / Jupyter Notebook)
- 🔬 leuze-diode-data — Software, raw experimental data, and final reporting for the laser diode polarization characterization study conducted for Leuze Electronic, investigating deviations from ideal linear polarization states and root causes.
- 🛠️ MagneticFieldsShapes — A notebook-based project for plotting magnetic fields of different shapes with currents. (Jupyter Notebook)
- 🤖 FerTGlol — My profile repository and personal landing page. (Markdown)
- 📊 churn-prediction — ML ecosystem for churn prediction and retention automation. Uses CatBoost for robust data pipelines, Streamlit for analytics, and a custom AI agent for strategic decision-making.
- 🧰 Languages: Python, MATLAB, Markdown, Jupyter Notebook
- 🔭 Focus: Quantum physics, optics, theoretical and mathematical physics
- ❤️ Interests: STEM in general, learning new things
- 💻 Code experience: Machine learning, data science, interactive web apps
- 🛠️ Previous builds: Predictive analytics, electromagnetics, hackathons
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