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Nikhil Reddy - AI/ML Engineer in San Francisco, CA

Nikhil Reddy

Mid-level AI/ML Engineer specializing in GPU inference and LLM platforms

NVIDIASaint Louis UniversitySan Francisco, CA5 Years ExperienceMid Level

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About

Built and deployed an LLM-powered platform that turns models into scalable REST/gRPC APIs, focusing on keeping GPU-backed inference fast and stable during traffic spikes. Experienced with AWS orchestration (EKS/ECS/Step Functions), safe model rollouts, and production-grade monitoring/testing for reliable AI agents and workflows.

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Key Strengths

  • Built and deployed LLMs as scalable production APIs
  • Handled traffic spikes with AWS autoscaling for GPU-backed services (EKS/ECS)
  • Legacy system integration via REST/gRPC wrappers
  • Reliability engineering: caching, load balancing, health checks
  • Safe model updates using gradual rollouts and production monitoring
  • Structured AI agent evaluation with edge-case testing and metrics (accuracy, latency, success rate)
  • Effective communication with non-technical stakeholders using demos and simple explanations

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Experience

AI/ML EngineerNVIDIA · Apr 2024 – Present
Software EngineerAmazon · Apr 2020 – Jul 2023

Education

Saint Louis Universitymaster, Computer Information Science
Bharath Institute of Higher Education and Researchbachelor, Computer Science

Skills

PythonJavaSpring BootJavaScriptTypeScriptReactNode.jsFastAPIFlaskBashSQLPyTorchLLaMAClaudeLangChain

Languages

English

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Typically responds within 24 hours

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Nikhil ReddyMid-level AI/ML Engineer specializing in GPU inference and LLM platforms