Shyamkarthik Rameshbabu
Software Engineer II at Amazon
San Francisco, California, United States
Summary
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Senior🎓
Top SchoolShyamkarthik Rameshbabu is a Software Engineer II at Amazon Rufus with 8 years of experience building production-grade systems that sit at the intersection of LLMs, agent orchestration, and large-scale distributed infrastructure. He has been a founding backend engineer for agentic AI orchestration at Rufus, architecting streaming inference, multi-prompt bi-directional gRPC flows, and a Context Engineering control plane that cut LLM costs while improving quality. His work spans the full ML and systems stack—from model-informed context construction and compiled expression caching to CPU-level profiling that boosted throughput ~8x in production—and he led GameDay testing for peak events validating systems at 48K+ TPS. Prior roles include driving recommendation and personalization models, data pipelines, and product experiments at JioSaavn and Alexa Shopping, where he recovered underreported metrics and scaled MAU by millions. Based in San Francisco, he pairs rigorous first-principles engineering with cross-team alignment and a knack for turning ambiguous research ideas into reliable global services. Outside of work he channels creativity into volleyball, Bollywood dance, and small AI tools that automate and enhance everyday hobbies.
8 years of coding experience
6 years of employment as a software developer
Bachelor’s Degree Electrical Engineering and Computer Science, Bachelor’s Degree Electrical Engineering and Computer Science at UC Berkeley College of EngineeringMaster's degree Informations and Data Science, Master's degree Informations and Data Science at UC Berkeley School of InformationHigh School Diploma, High School Diploma at Moreau Catholic High School
English, Tamil, French
Stackoverflow
1reputation
0reached
0answers
0questions
Programming languages (3)
Github contributions (5)
sanjayms01/MethaneAnomalyDetector
Nov 2021 - Mar 2022
Contributions:44 PRs, 161 pushes, 12 branches in 4 months
sanjayms01/park-safe-chicago
Jun 2021 - Aug 2021
Contributions:1 review, 48 PRs, 72 pushes in 1 month
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