| Sep 27, 2026 | Began research with the CRUNCH Group at Brown University under the mentorship of Prof. George Em Karniadakis and Ruthwik Chivukula. |
| Sep 25, 2026 | Invited to deliver a technical seminar on “Component-Access Subspace Optimization for Heterogeneous Scalarized Learning” at the CRUNCH Weekly Seminar Spotlight, Division of Applied Mathematics, Brown University, on September 25, 2026. |
| Sep 07, 2026 | Served as an invited reviewer for the ML4PS 2026 Workshop (Hosted by the AI4Science Center, Georgia Institute of Technology) |
| Jul 01, 2026 | First-author paper on subspace optimization for physics-informed learning submitted to IEEE Transactions on Neural Networks and Learning Systems. |
| May 15, 2026 | New preprint posted: “Local Inverse Geometry Can Be Amortized.” arXiv:2605.13068. |
| Dec 01, 2025 | Presented “Deceptron: Learned Local Inverses for Fast and Stable Physics Inversion” at the NeurIPS Machine Learning for Physical Sciences Workshop in San Diego on 6th December, 2025. |
| Nov 07, 2025 | Met with the Vice Chancellor of VNSGU Surat, Dr. Kishorsinh N. Chavda, who conveyed wishes for my research work and NeurIPS ML4PS presentation. |