Davina Zamanzadeh
Senior Machine Learning Engineer at Angi
United States
Summary
👤
Senior🎓
Top SchoolDavina Zamanzadeh is a Senior Machine Learning Engineer with 11 years of experience combining deep learning research and production ML systems, currently building model-serving capabilities at Angi after shaping Cloudflare’s Workers AI model catalog and inference tooling. She earned a PhD in Computer Science from UCLA where her thesis work focused on deep-learning imputation and she has a strong track record of shipping and optimizing models across modalities (text, image, video, and speech) at scale. Davina is skilled at debugging thorny inference edge cases, driving experiment tracking and pricing automation, and has repeatedly cut inference latencies and rollout regressions through pragmatic tooling. A long-time Python type-hint evangelist and active member of the informatics and open-source communities, she also amplifies technical conversations via a podcast and community moderation. Outside of work she balances precision engineering with creative hobbies like video editing and competitive gaming—and in winter she’s likely on a double-black diamond at Mammoth.
11 years of coding experience
4 years of employment as a software developer
El Camino Real High SchoolBachelor's Degree, Computer Science, Bachelor's Degree, Computer Science at UC Santa BarbaraUniversity of California, Los Angeles
Persian, Hebrew, Spanish, English, Persian, Spanish
Stackoverflow
833reputation
121kreached
9answers
7questions
Github Skills (158)
parallel10
python10
hyperparameter-optimization10
regression10
mlops10
deep-learning10
automl10
ray10
random-forest10
clustering10
optimization10
statistics10
imputation10
llm-inference10
ai10
Programming languages (9)
Github contributions (5)
davzaman/autopopulus
Apr 2021 - Aug 2023
Framework to profile the use of autoencoders for imputation.
Contributions:1 release, 2 PRs, 116 pushes in 2 years 4 months
autoencodersdeep-learningimputationneural-networksscikit-learn
davzaman/davinaz.me
Mar 2015 - Dec 2023
Contributions:53 pushes, 1 branch in 8 years 9 months
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