Mustafa Zaki
MS CS @ LMU | ML Engineer @ eBay
- Role
- Machine Learning Engineer at eBay
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Mustafa Zaki
Navigating the intricate world of Machine Learning and Software Development has been a…
Experience
Machine Learning Engineer
Aug 2023 — Present · San Jose, CA, US
Contributed to a novel a project on counterfactual generation techniques, aiming to enhance customer retention.• Utilized eBERT for embedding generation, in order to capture contextual information in the data.• Integrated FAISS for large-scale datasets, significantly increasing query speed.• Proposed a novel approach using eBERT embeddings, achieving better performance than state-of-the-art methods (DiCE, CounteRGAN & CFRL) in key metrics such as coverage, reconstruction error, and 11 distance.• Research was selected for eBay\'s Annual AI Conference 2024.
Education
Govt. of Goa College of Engineering, Goa, Farmagudi, Ponda
Computer Engineering
2016 — 2020
Loyola Marymount University
Master's degree
2022 — 2024
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