Projects

Sojo is a business intelligence and operations platform for service SMBs in Asia, turning bookings, payments, and customer interactions into structured telemetry, dashboards, and automations that improve retention and revenue clarity.

Designed and deployed a full-stack hardware-in-the-loop (HIL) automation platform to support verification and validation (V&V) of breath-based diagnostic devices. The system enabled repeatable, high-quality dataset generation by tightly controlling physical conditions, sensors, and experiments.

Built an internal visualization, labeling, and training tool to map high-dimensional gas sensing data to semantic concepts using vision-language model (VLM) architectures. The system accelerated dataset curation and enabled AI-driven chemical recognition from CMOS sensor arrays.

A collection of mechanical design work, spanning robotics, industrial systems, and medical devices. Includes CAD modeling, FEA, and physical prototyping.

Developed a portable, battery-powered field test device combining chromatography and computer vision to assess crop maturity and phytochemical composition in industrial agricultural environments.

Researched and developed real-time digital twin systems for autonomous vehicles, enabling live visualization, state estimation, and analysis of robotic behavior during remote sensing missions.