Software Development Engineer II - Machine Learning at Google
Bengaluru, Karnataka, India
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Summary
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Senior
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Top School
Pulkit Mishra is a Machine Learning engineer with eight years of hands-on experience building production-grade ML systems, currently shaping Google Pay’s ML platform as an SDE II. A top-of-class B.Tech from IIIT Kalyani, he has led end-to-end ML projects at Jio—from real-time DeepStream deployments and edge pose/activity systems to multimodal self-supervised learning and MLOps pipelines that moved models from notebooks to Kubernetes at scale. He has boosted small LLM reasoning with attention-entropy based decoding and optimized lightweight models for real-time inference, demonstrating a knack for squeezing performance from constrained compute. His background spans TTS research, real-time 3D avatar systems, and security tooling contributions (Pysa), reflecting fluency across CV, NLP, speech and infrastructure. An open-source enthusiast and mentor who participated in Google Summer of Code as both student and mentor, Pulkit pairs competitive hackathon wins and patents with a quieter passion for Romantic poetry and occasional creative writing.
8 years of coding experience
4 years of employment as a software developer
10+2, 10+2 at Swaraj India Public School
Bachelor of Technology - BTech Computer Science and Engineering, Bachelor of Technology - BTech Computer Science and Engineering at Indian Institute of Information Technology Kalyani
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Pulkit Mishra - Software Development Engineer II - Machine Learning at Google