General purpose robots, Embodied Intelligence research, Robots for industrial applications

Incubated at Berkeley Skydeck Pad 13 Batch 21 and Founders Inc

Building safety-critical event response infrastructure for L4 autonomous fleet deployment. Leading cross-functional triage for real-time incident detection and regulatory compliance

Developed control software components for da Vinci surgical systems, focusing on high-precision actuation and fault tolerance

Engineered core logistics infrastructure for global freight forwarding. Gained deep exposure to the complexities of supply chain operations and warehouse data flows - insights that directly inform the deployment strategy for SynthRails

• Engineered machine learning models to analyze longitudinal code snapshots from hundreds of computer science students.

• Developed behavioral classifiers to differentiate between genuine learning patterns and instances of plagiarism.

• Utilized insights to predict student dropout risks based on coding velocity and submission habits.

• Collaborated with faculty at the University of California, Riverside, enhancing educational outcomes through data-driven insights.