Luis Eduardo Ortega

Senior ML Engineer, Qualcomm - Ray · PyTorch · Python

Qualcomm

Chicago, IL · CT (UTC-6)

4+ years experience

University of Michigan

English

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Overview

4 years in software engineering, the last 3 at Qualcomm, where I work on the ML platform team. Reduced cloud spend on ML platform by 39% in two quarters. Cut p99 latency on the ML platform services from 355ms to 98ms. I volunteer with a food bank on weekends.

Good reasons to reach out

Speaking or podcast invitations
Second opinions on CUDA decisions

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Offshore staffing offers
Unpaid work or spec projects

Replies on weekends

Skills

feature storesPyTorchPythonRayKubeflowmodel servingCUDA

Experience

Senior ML Engineer
Jan 2024 - Present
Qualcomm · 2 yr 9 mo · Contract · Chicago, IL
- Shipped a ranking change that increased conversion 4.3%.
- Built the recommendations models now used in 12 product decisions a quarter.
- Taught SQL to 79 non-analysts.
ML Engineer
Oct 2022 - Jan 2024
Meta · 1 yr 3 mo · Contract · Chicago, IL
- Shipped a ranking change that increased conversion 3.2%.
- Wrote the metric definitions the leadership team reviews every week.

References

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Education

University of Michigan
BSE, Computer Science
2017 - 2021

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