Gabriele Oliaro

Research Scientist at Snowflake

California, United States
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Summary

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Gabriele Oliaro is a research scientist and 4th-year PhD student in Computer Science at Carnegie Mellon University, specializing in machine learning systems and high-performance inference. Currently at Snowflake, he built SuffixDecoding (NeurIPS '25 Spotlight) to accelerate agentic inference workloads by 5.3x and co-authored a pending US patent, demonstrating an unusual blend of research impact and production-focused systems engineering. His background includes systems and networking research at Harvard, Berkeley RISE Lab, and work on telemetry and serverless systems that informed practical open-source contributions. Gabriele holds advanced degrees from CMU, Tsinghua, and a high-honors BS from Harvard, and brings hands-on systems engineering experience from startups and research labs to bridge ML research with deployable infrastructure.
code2 years of coding experience
job3 years of employment as a software developer
bookMaster of Science - MS, Advanced Computing, Master of Science - MS, Advanced Computing at Tsinghua University
bookExchange Student, 4.0/4.0, Exchange Student, 4.0/4.0 at Vashon Island High School
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Carnegie Mellon University
bookHigh School Diploma, MaturitĂ  classica, 100/100, High School Diploma, MaturitĂ  classica, 100/100 at Istituto Leone XIII
bookBachelor of Science - BS, Electrical Engineering, High Honors, Bachelor of Science - BS, Electrical Engineering, High Honors at Harvard University
languagesEnglish, Latin, Greek, Italian
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Stackoverflow

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31reputation
141reached
0answers
1question
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Github Skills (18)

parallelization9
cuda8
pytorch7
inference7
transformer7
gpt6
optimization6
mlops6
deep-learning6
machine-learning6
tpu6
python6
amd6
numpy6
llm6

Programming languages (2)

C++Python

Github contributions (3)

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flexflow/flexflow-train

Aug 2024 - Sep 2024

Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
Contributions:5 pushes in 1 month
pytorchflexibledeep-learningmachine-learningdistributed-deep-learning
Snowflake-Labs/vllm

May 2024 - May 2024

Contributions:1 PR, 1 branch in 6 days
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Gabriele Oliaro - Research Scientist at Snowflake