Ainesh Sootha
i currently work at amazon ads, where i'm building a globally distributed LLM inference platform and researching novel inference-optimization techniques.
previously: performance & serving infra for open-source LLMs at aws bedrock, and auth orchestration at amazon just walk out.
before that, i studied computer engineering and philosophy at purdue.
i'm currently based in toronto, on.
email
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github
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linkedin
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résumé
experience
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Amazon — Ads AI
software engineer (ml) · new york, ny / toronto, on · dec 2025–present
distributed LLM inference platform on kubernetes
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AWS — Bedrock AI
software engineer (ml) · seattle, wa · apr 2024–dec 2025
perf. for open-source LLMs; built Custom Model Import (3,000+ endpoints)
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Amazon — Just Walk Out
software engineer · seattle, wa · jul 2023–apr 2024
low-latency auth & authorization orchestration
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Amazon — Just Walk Out
swe intern · seattle, wa · may–aug 2022
customer identification & tracking
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State Street Corp
swe intern · new york, ny · jun–aug 2021
BestX - TCA