Machine Learning Codes, Ideas, and Models

Welcome a concise collection of projects, notebooks, data, and competition entries documenting my applied machine learning work and learning journey.

Projects & Competitions

• Vegetation-Mapping — competition; Silver medal.

• WIDS-2025 — competition; score: 77.

Notable Projects

• Kepler-Exoplanet — my first-ever project.

• Airbnb New User Booking Prediction — one of my early

Repository Structure (high level)

-- Airbnb-NUB — notebooks and data for the Airbnb new user booking prediction project

-- Kepler-Exoplanet — exoplanet EDA and modeling notebooks

-- Vegetation-Mapping — competition notebooks and data

-- WIDS-2025 — competition code, notebooks, and requirements.txt

Notes

• This repository is a learning log — notebooks were developed iteratively. Expect exploratory code and experiments.
• If you want me to tidy or standardize a specific project folder (convert notebooks to scripts, add reproducible run scripts, or create environment files), tell me which one and I will help.