Teaching
Sharing knowledge and mentoring the next generation of engineers.

Conduct lab sessions and supervise exams for 20-30+ students per course:
- Industrial Artificial Intelligence: Lab sessions on classification, regression, and XGBoost model training (2025-1, 2025-2)
- Dynamic Systems and Control B: Graded exams on time/frequency-response analysis, PID controller tuning, and optimal control (2025-1, 2025-2)
- Electric Circuits: Supervise exams, author circuit design problems, and mentor first-year students (2025-2)
Work Experience
Professional roles and industry experience.

AI Research Engineer
Institute for Health Technology Assessment and Research (IETSI), EsSalud
Feb 2025 – Sep 2025
Led 4 pilots (NutriBot, MediVoz, RADOX and BISO ARM-100); presented at Peru's 2025 Health-AI Congress. Delivered results: NutriBot scored 78.9/100 SUS, 85% improved diets; MediVoz cut note time by 70%.

Redesigned stove grill, projected to save $54k/year; reworked hinge system to reduce cost by $0.50 per unit.