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Overview
ML Engineer at Pebble Health, focused on ML infrastructure. Shipped a rewrite that took build times from 35 minutes to under 3. Brought on-call pages for ML platform down from 35 a week to 3. Previously at Wayfair. Most at home with Ray and PyTorch. Weekend cricket, weekday chai.
Good reasons to reach out
- Speaking or podcast invitations
- Working sessions on PyTorch
- Questions about recommendation systems
Please don't message about
- Courses and coaching offers
- Agency or outsourcing pitches
Skills
PythonRayservice meshfeature storesCUDAPyTorchmodel serving
Experience
- ML EngineerAug 2024 - PresentPebble Health · 2 yr 3 mo · Contract · Chicago, IL
- Shipped a ranking change that increased conversion 4.8%.
- Moved the homepage from rules to a learned ranker.
- Wrote the metric definitions the leadership team reviews every week.
- ML EngineerOct 2023 - Aug 2024Wayfair · 10 mo · Full-time · Chicago, IL
- Replaced 30 hand-built dashboards with one metrics layer people trust.
Projects
Recommendation systems benchmark
2023Reproducible benchmarks comparing service mesh and CUDA on real workloads.
References
No references yet.
Education
- Northwestern UniversityBA, Electronics and Communication2018 - 2022
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Compensation expectations
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Direct contact details
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