Praveen Gupta
ML Architect at Amazon
California, United States
Summary
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Senior🎓
Top SchoolPraveen Gupta is an ML Architect with a decade of experience designing heterogeneous compute and HW/SW codesign for next-generation SoCs, currently applying that expertise at Amazon. He specializes in architecture pathfinding, performance@watt modeling, and runtime control systems that coordinate CPU, GPU and AI accelerators—work that has driven Intel features like Thread Director and performance control subsystems. Praveen blends hands-on kernel and driver development with algorithmic approaches for dynamic workload classification, constraint-aware scheduling, and QoS under power/thermal limits. His background spans system-level roofline analysis, feature definition for transformer and GNN kernels, and firmware-first solutions for real-time control and functional safety. Based in California, he pairs academic rigor from Purdue with practical SoC engineering across Intel and Samsung, and has a track record of patents and conference publications that reflect applied innovation.
10 years of coding experience
9 years of employment as a software developer
Bengaluru UniversityKendriya Vidyalaya SangathanMaster of Science (M.S.), Electrical and Computer Engineering, Master of Science (M.S.), Electrical and Computer Engineering at Purdue University
English, HindiProgramming languages (1)
Github contributions (5)
mepraveen/java-config-spring-mvc
Jan 2016 - Dec 2019
Contributions:4 commits, 4 pushes, 1 branch in 3 years 11 months
mepraveen/Spring_MVC
Dec 2015 - Dec 2015
Contributions:5 commits, 6 PRs, 12 pushes in 1 day
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