Humans have long romanced with the idea of knowing the unknown, so who am I to break this beautiful tradition?

Hi, my name is Saurabh (friends call me Saurav). I am a PhD student working towards a greener AI. Welcome to my Digital Garden.

Software keeps getting further from the hardware it runs on, and that gap wastes a lot of energy. I build tools to measure and fix that.

selected work:

• CodeGreen - measures energy at the function level, cross-platform. FSE 2026. Preprint
• FlipFlop - finds and fixes energy waste in GPU kernels using static analysis. ICSE 2026. Preprint
• Why Attention Fails - what goes wrong in attention-based neural networks. ICSE 2026. Preprint
• Fine-Grained Energy Measurement - how to profile energy at the function level. TOSEM. Preprint

garden:

About · CV · Letterbox · Notebook · Portfolio · Library · Cinema · Quotes · Inspiration · Tunes

socials:

first_name(at)dal.ca · Linkedin · GitHub · Twitter · Scholar

Enjoy your time here and I hope you find what you are looking for, here and in life!
love, Saurav :)