Projects

Diagnostics-driven time-series forecasting and edge-deployed computer vision with uncertainty-aware design.

data sciencetime-seriesmachine learningXGBoostforecasting

Global Cocoa Price Forecasting with Hybrid ML Framework

Built a hybrid framework integrating time-series structure with external drivers to forecast global cocoa prices, reducing MAPE to 5.39% across 6,000+ daily observations.

Jan. 2025 - Apr. 2025 Read more →

computer visiondeep learningedge computingstartupindustry deployed

ArcFace Facial Recognition System on Raspberry Pi

Led an internal startup developing a low-cost automated access system using ArcFace-style embeddings on Raspberry Pi, achieving 99%+ accuracy and 14.8% efficiency boost across 20 stations.

Sep. 2024 - Present Read more →