Teaching

Artificial Intelligence & Machine Learning — IIT Patna (Masai) · Oct 2025 – Present

Teaching assistant supporting project intensive cohorts. I host office hours for students building CV/NLP capstones and help them learn the concepts with clarity and interest.

Highlights

• Co-designed problem sets that connect lecture theory with edge deployments.
• Organized debugging sessions focused on data hygiene and evaluation best practices.

CS503-Intro to Deep Learning - IIT Ropar . Aug 2024 - Nov 2025

Teaching assistant supporting development of lab exercises, assisting professor with design of tutorials and the assessments for varied batch ranging from Bachelor’s, Master’s and PhD candidates.

Highlights

• Designed problems which inspired the students to build models instead of just learning about them.
• Carried out various lab exercises which connected lectures to the real world applications

Discrete Mathematics & Social Networks — IIT Ropar (NPTEL) · Aug 2024 – Oct 2025

Supported a nationwide MOOC by answering forum questions, recording short recap sessions, and curation of graph theory based assignments and several other conceptual case studies which helped the learners grasp the concepts independently and with rigour

Highlights

• Led Q&A forums covering combinatorics and graph diffusion models.
• Created notebook templates so learners could verify proofs and simulations step-by-step.