Sumita Sami
Software Development Engineer at Amazon
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolSumita Sami is a seasoned software development engineer based in San Jose with a decade of hands-on experience building large-scale AI and ML systems that power real product outcomes. She currently architects orchestration and model-serving integrations for Amazon’s foundational multimodal LLM offerings on AWS Bedrock and built a canary framework analyzing 30K multimodal invocations daily to catch production issues early. Previously she drove multi-device Alexa experiences supporting millions of daily interactions, led small engineering teams through high-traffic holiday operations, and scaled production ML deployments at eBay and Pocket with strong MLOps and CI/CD practices. Comfortable spanning roles from individual contributor to engineering manager, she combines deep systems design, pragmatic deployment pipelines, and a track record of reducing downtime and rollout time while improving user-facing quality. Less obvious: her background blends rigorous ECE training with liberal-arts honors and early research and writing roles, which informs both technical clarity and cross-functional communication.
10 years of coding experience
14 years of employment as a software developer
Bachelor of Science Electrical and Computer Engineering, Bachelor of Science Electrical and Computer Engineering at The University of Texas at Austin
Stackoverflow
53reputation
9kreached
1answer
7questions
Github Skills (50)
lifecycle9
mlflow9
apache-spark9
google-books9
machine-learning9
model-management9
dvc9
incremental-learning9
ai9
python8
ml7
model-validation7
bit7
apache-kafka6
curl6
Programming languages (4)
Github contributions (5)
ssami/genre-detector
May 2020 - Aug 2022
Using Kaggle data from Google books to detect genre of a book
Contributions:29 commits, 1 PR, 24 pushes in 2 years 3 months
kagglegenrepythongoogle-booksmachine-learning
ssami/gutenberg
Oct 2018 - Aug 2020
Scraping the Gutenberg publications for classification
Contributions:5 PRs, 11 pushes, 1 branch in 1 year 10 months
nlpgutenbergscrapingpublicationsclassification
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