I love working on problems with social impact. Research Interests: Generative and Responsible AI, Low-resource NLP, LLMs, Computational linguistics, education-tech and pedagogy. I did my BS in Data science from IIT Madras. I'm currently working on hallucination in Visual Language Models (VLMs) at IIT Hyderabad. Prev. research internship experience: IIT Roorkee, IISER Kolkata.https://somsubhra04.github.io/https://somsubhra04.github.io/writings/probing-internvl/https://somsubhra04.github.io/writings/probing-internvl/A random mini experiment applying logit-lens probing to InternVL3 on our aerial imagery datasetWed, 15 Jul 2026 00:00:00 GMThttps://somsubhra04.github.io/writings/coding-before-ai/https://somsubhra04.github.io/writings/coding-before-ai/I spent the pandemic building things, debugging everything myself and falling in love with programming. Years later, AI has made coding dramatically easier and I'm starting to notice that some of what made it satisfying has quietly disappeared.Sat, 17 May 2025 00:00:00 GMThttps://somsubhra04.github.io/writings/analysing-event-performance/https://somsubhra04.github.io/writings/analysing-event-performance/Introducing subjective questions impacted participant performance, revealing the gap between traditional auto-graded metrics and actual problem-solving skills.Sun, 11 Aug 2024 00:00:00 GMT