Teaching
Four years of applying these methods in industry shapes how I teach: students meet analytics as something that must survive contact with messy data, incomplete information, and a decision that has to be made regardless.
Session-level syllabi for the courses I am prepared to teach are available on request.
Teaching experience
Teaching Assistant — Indian Institute of Technology Madras
Five graduate courses in the Department of Engineering Design, alongside industry-facing short courses. Responsibilities covered tutorials, computational laboratory sessions, assignment design and evaluation.
- Optimization
- Machine Learning
- Design for Quality
- Design of Experiments
- Industry short courses
Lecturer — St. Peter's University, Chennai
Independent responsibility for undergraduate courses, including curriculum development and student mentorship.
Workshops and invited lectures
-
Mar 2025
Decision Making under Uncertainty: A Robust Approach using L-Moments
Invited talk, Rajalakshmi Engineering College, Chennai -
2024
Statistical Decision-Making Framework for Battery Thermal and Ageing Management using ML Models
Invited talk, RAPID Conference, Caterpillar India, Chennai -
Dec 2021
Data Science for Industry — two-day workshop, as Programme Director
Onward Technologies, Chennai