Spearheading development of an AI-driven posture coach that provides users with real-time, personalized feedback via webcam analysis. Co-managing product strategy, technical development, and overall business operations, driving integration between tech and UX.
Designed a wheelspin detection system using various AI/ML techniques for SimStudent, an AI tutor developed by Dr. Noboru Matsuda.
Conducted data analysis on customer feedback and marketing performance to inform marketing decisions. Collaborated with the Chief Strategy Officer to develop data-driven insights into strategies.
Designed and developed a Java application for a client solution, presenting to the VP and CTO.
Explored 3D printing in healthcare, developing a scan-to-print workflow for custom fracture casts and analyzing bioprinting solutions. Conducted cost analysis, design iterations, and compiled a report on current technologies and products.
Web tool that lets creators upload their pre-publication video metadata—then uses a trained SMOTE & Random Forest model on handcrafted visual and textual features to predict a video’s chance of going viral before it’s even published.
Research study evaluating the predictive power of sentiment features on financial returns. Built ML models to predict stock movements using Twitter sentiment. Collected 80K+ tweets, applied FinBERT for sentiment scoring, and engineered features from stock data.
Research study analyzing film streaming data to uncover factors influencing film popularity. Engineered features from film metadata and built ML models to identify patterns tied to viewer psychology and popularity.
Designed and developed a full-stack web application as part of a team of developers that emulates embedded software for coffeemaker machines.
