I am an Integrated MS researcher at IISER Thiruvananthapuram working on geospatial AI, physics-informed machine learning, and sustainability-centered systems engineering.https://ashinv.xyz/https://ashinv.xyz/blog/getting-started/https://ashinv.xyz/blog/getting-started/I reflect on the projects that shaped my approach to applied AI, including precision agriculture systems, geospatial engineering for public agencies, and responsible deployment practices.Thu, 02 Apr 2026 00:00:00 GMThttps://ashinv.xyz/blog/hello-world/https://ashinv.xyz/blog/hello-world/I outline the questions I am investigating at IISER Thiruvananthapuram, from physics-informed graph learning for fire-risk analysis to climate-relevant forecasting.Wed, 01 Apr 2026 00:00:00 GMT