Welcome to my blog that I use to dump my random thoughts to coerce myself into bringing coherence to them. Also, do catch me up on this Twitter handle.

I gained most of my technical know-how while I was at Mila, McGill University and MNIT.

Over the years of working with ML, I have come to realization that lack of better data perspectives has led to problems like

• scalability of ML-based automation,
• software testing of ML applications, among others.

These realizations made me undertake something that gives me a sense of purpose in life, eventually culiminating as Markovian AI (previously branded as Rydesafely). If challenging engineering problems around ML-testing, data-efficient AI, self-supervised learning, robots, graphs scare and excite you at the same time, do consider joining us.

Also, I want to help ambitious but under-resourced people. To that end, I offer office-hours of about 30 minutes on a weekly basis for free on topics such as machine learning, engineering, surviving grad school, robotics, creativity, and entrepreneurship. Please fill this form for the same.