Projects & Pursuits

This project explores how machine learning models can forecast tennis match outcomes using historical ATP player statistics. I trained and compared multiple models, from logistic regression to neural networks, to identify which approaches produce the most reliable predictions. The final system achieved around 70% accuracy, offering insights into both player performance trends and model selection.

Wortwise delivers one carefully chosen German word each day to help fluent speakers enrich their vocabulary and speak with more nuance and precision. Each entry includes meaning, context, and synonyms so you can weave the word naturally into your conversations or writing. The goal is to expand active vocabulary and refine expression, making everyday language more vivid.

TripBuddy is an iOS app built to give travelers peace of mind by making trip planning effortless, personal, and stress-free. It combines AI-powered itinerary building, tailored recommendations, and real-time adjustments so your travel adapts to your needs. By saving time, reducing uncertainty, and remembering your preferences, TripBuddy turns planning into part of the joy of travel.