Summary
Jaskirat Singh is a PhD candidate and research intern based in San Jose with nine years of experience at the intersection of machine learning, computer vision, and human–computer interaction. He has interned at Meta and Adobe Research and previously drove ML initiatives at Yahoo! JAPAN, where he shipped production models for ad CTR prediction, pricing fairness, and abuse detection. His current PhD work develops RL-driven interactive image synthesis that interprets coarse human inputs to realize users’ visual intentions, aiming to make creative expression more direct and accessible. Jaskirat’s background spans rigorous academic training (IIT Delhi, ANU) and applied research, and he’s the author of projects like DeepSWE and R2E-Gym that reflect his interest in multimodal fusion and RL-driven reasoning agents. An underrated strength is his ability to bridge end-to-end production pipelines with novel research ideas, turning theoretical models into practical, user-focused systems.
9 years of coding experience
1 year of employment as a software developer
Australian National University
Indian Institute of Technology Delhi (IIT Delhi)
japanese (n3), English, Hindi, Punjabi