engagement
Selected invited seminars, conference presentations, teaching, and academic service.
Invited Seminars and Talks
CRUNCH Weekly Seminar Spotlight
Division of Applied Mathematics, Brown University · September 25, 2026
Invited technical seminar on “Component-Access Subspace Optimization for Heterogeneous Scalarized Learning.”
Conference Presentations
NeurIPS Machine Learning for Physical Sciences Workshop
San Diego, California · December 6, 2025
Poster presentation of my solo-authored paper, “Deceptron: Learned Local Inverses for Fast and Stable Physics Inversion.”
Teaching and Outreach
Invited Lecture — Shardayatan School
Surat, India · June 15, 2025
Invited lecture on “Introduction to Machine Learning for Higher Secondary School Students.”
The lecture introduced basic ideas behind machine learning, how models learn from data, and their applications in science and technology. The session was designed to spark curiosity about artificial intelligence and computational thinking among higher secondary students.
Academic Service
Invited Peer Reviewer — ML4PS 2026
9th Annual Workshop on Machine Learning and the Physical Sciences · 2026
Served as an invited peer reviewer for ML4PS 2026, hosted by the AI4Science Center at Georgia Institute of Technology. Reviewed research manuscripts for methodological soundness, experimental rigor, and scientific contribution.
Academic Recognition
Recognition from the Vice Chancellor — VNSGU
Veer Narmad South Gujarat University, Surat · 2025
Before my NeurIPS ML4PS presentation, I was invited to meet Dr. Kishorsinh N. Chavda, Vice Chancellor of Veer Narmad South Gujarat University, who commended my research work and conveyed his wishes for the presentation.
