Hi I'm a Computer Science student at UT Dallas with a passion for machine learning, web development, and creating impactful solutions. Currently exploring the intersection of AI and practical applications while advocating for diversity in tech. 🎓 Education & Achievements
🌟 Break-Through Tech AI Fellow at Cornell University (Selected from 3000+ applicants)
🏆 AIGA Design Challenge People's Choice Award Winner
📚 BS in Computer Science @ UT Dallas (Expected December 2025)
This project aims to detect and predict Freezing of Gait (FOG) episodes in Parkinson's disease patients using machine learning models trained on data from wearable movement sensors. It builds on previous research studies to identify these debilitating "freezing" moments where patients temporarily lose the ability to walk, combining accelerometer sensor data from a patient's back and legs with advanced deep learning techniques to detect these episodes accurate
Built predictive models using census data Implemented KNN, Decision Trees, Random Forests Tech: Python, NumPy, Pandas, Scikit-learn
Redesigned UX/UI for better accessibility Created interactive recipe suggestions Won People's Choice Award Tech: SvelteKit, JavaScript, Figma
Expanding my ML/AI knowledge through Break-Through Tech AI Contributing to diversity in tech initiatives Building innovative solutions with modern web technologies
🤝 Let's Connect! Always open to collaborating on projects that make a difference. Reach out if you want to discuss tech, ML, or building something awesome together!
View my:
- My Personal Website
- Or you can contact me at MateoEst39@gmail.com
