A collection of my work in AI, robotics, and human factors engineering.
AI Agent for Accounts Receivable • 2024
Built invoice manager with agentic workflows to automate collections for SMBs. Features included invoice aging, email campaigns, and Coupa/Ariba integration.
Reduced manual collection time by 70% and improved cash flow for 50+ small businesses.
Tufts HRI Lab • 2023–2024
Explored how robots can detect and respond to stress patterns in students using physiological sensing and adaptive interaction design. Developed a prototype that compared direct-response and emotionally intelligent robot modes, demonstrating the impact of emotionally adaptive robotics on stress reduction.
40% reduction in average stress levels reported after interacting with the emotionally adaptive robot.
Closed-Loop Interaction • 2023
Designed autonomous robot capable of navigating mazes with closed-loop human feedback, integrating computational HRI techniques for adaptive behavior.
Achieved 95% navigation success rate with real-time human guidance integration.
Climate Resilience Education Platform • 2022-2023
Product-managed a team delivering educational video prompts, knowledge-sharing forum, and conceptual VoTech certification framework for climate education.
Engaged 500+ users across 12 countries in climate resilience education initiatives.
Human Factors Research • 2022
Conducted ergonomic assessment of dentist workflows and designed intervention recommendations to reduce musculoskeletal strain in clinical practice.
Recommendations adopted by 3 dental practices, reducing reported strain by 60%.