Aman Shanbhag
AI Performance Engineer (Infra, Optimization, Scale, MLOps) @ NVIDIA | ex-Amazon
- Role
- Sr Ai Infra Engineer Gpu Clusters at NVIDIA
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Aman Shanbhag
I work on AI performance and infrastructure, focused on making large-scale training and inference workloads fast, reliable, and efficient.My work spans GPU-accelerated systems, distributed training/inference, and performance optimization at scale — including cluster-level design, communication bottlenecks, workload tuning, and benchmarking across real-world ML systems.I started my career at AWS, where I partnered closely with customers at the forefront of innovation to architect and optimize AI infrastructure. That experience shaped how I think about systems end-to-end: balancing technical rigor with customer context, long-term impact, and operational reality.I care deeply about raising the bar in how AI infrastructure is built and operated, and I bring a strong customer-obsessed mindset to every problem I work on- Background: Computer Science & Mathematics (Entrepreneurship minor), Rice University- Interests: AI infrastructure, performance engineering, distributed systems, GPU computing, ML Training/Inference
Experience
Sr Ai Infra Engineer Gpu Clusters
Jan 2026 — Present
Education
Rice University
Bachelor of Arts - BA, Mathematics
2019 — 2023
Rice University
Minor, Entrepreneurship/Entrepreneurial Studies
2019 — 2023
Rice University
Bachelor of Science - BS, Computer Science
2019 — 2023
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