Senior Software Engineer at ZipRecruiter
2022 — Now
I work on machine learning products like the recommendation system and resume parser:
Multi-gpu, multi-task transformer training workflows
Distributed gRPC services and event streams
Data pipelines for operational and datalake storage
2020 — 2022
Pasadena, California
I worked on data science + backend software engineering for search in a healthcare marketplace matching patients with clinical trials.
Search ranking + retrieval system (Python)
REST services (JVM, Spring boot, Elasticsearch, AWS)
Big data pipelines running NLP on documents (Spark)
2016 — 2019
Los Angeles
Improve models (ML and heuristics), and put them in production for problems like classifiers and ad-recommendation. (sklearn, JVM/python, Spark, Airflow, SQL, React)
2015 — 2016
Game development at a startup creating a VR app to let you build Lego-like sets and edit game maps with your hands. (Unity)
2014 — 2014
El Segundo
Applying concepts from compressed sensing research to geolocation problems, creating interactive visualizations to demonstrate.
2011 — 2015
Caltech