I work as a software engineer at Microsoft, I work in Outlook team that works at a massive scale of Billion. Hard core competitive programmer and problem solver on Leetcode and Codeforces. Interested in everyday hack ideas and real world problem solving. I am deep down into AI domain since the pioneer time(2023), developing products from scratch, doing LLM evals for data, core AI modules used for production system. I have worked in Voice AI startups and handling real time voice calls with humans, aggregated data, worked on it for continuous improvement. I have written research papers in Video Summarisation and feature extractors domain and got them accepted in IEEE.