About Me

Hi there, I am a machine learning engineer with 8+ years of experience, currently based out of Bangalore, India. I lead the India Search team at Roku, building search features and improving it’s quality.

During my time at Google, I built scalable systems to improve Google Search by mining intents and entities using LLMs. Prior to that, I was at Cult.fit, where I developed a deep learning-based pose understanding model that was deployed on mobile phones. Before that, I was part of Amazon Alexa’s Platform team. I graduated from IIT Kharagpur with an integrated master’s degree in Mathematics and Computing Science.

In my free time, I read and write about machine learning, agents, software development, and other tech-related topics. Occasionally, I delve into areas such as startups and finance. Not an expert yet.