- Develops ML-driven in-vehicle solutions that predict upcoming road weather conditions and slipperiness using both on- and off-board sensors.- End-to-end responsibilities from on-site hardware installation and data collection to model development and evaluation.- Coordinating a team using an agile process to ensure smooth deliveries in 5+ concurrent projects.

- Designed an efficient ray casting algorithm to simulate spray coating of tablets in a rotating drum.- Identified and used geometric constraints to beat the initial performance targets by more than a factor of 10.

- Developed road weather forecast models based on big data.- Optimized key image segmentation algorithm, reducing associated costs by 80%.- Improved internal map matcher and enabled its use across more parts of the organization, saving significant work time.

- Taught undergraduate students in calculus and programming.- Organized and staffed weekly tutoring sessions open to all university students.