Calvin Wang
Machine Learning Engineer at AWS
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolCalvin Wang is a Machine Learning Engineer based in Palo Alto with over a decade of professional experience and six years focused on applied ML and computer vision, including shipping multiple production-grade, MLOps-driven vision applications at AWS. He blends deep technical chops—from designing RPN and spatio-temporal deep models in academic research to building back-end data-quality features in the popular awslabs/python-deequ project—with practical product delivery experience across startups and enterprise. At AWS he progressed from Data Scientist I to ML Engineer II, driving data quality, model deployment, and scalable inference patterns. Calvin pairs hands-on engineering (TensorFlow, YOLO, PyDeequ contributions) with product instincts honed as a founder and CMO, and uniquely brings a background of competitive weightlifting and community storytelling that fuels disciplined, user-centered work.
11 years of coding experience
9 years of employment as a software developer
High School, High School at Henry M. Gunn High SchoolBachelor’s Degree, Computer Science, Stastistics, Bachelor’s Degree, Computer Science, Stastistics at UC Santa Barbara
English, Chinese
Github Skills (5)
pyspark10
data-quality10
python10
unit-testing9
regular-expression8
Programming languages (8)
Github contributions (5)
awslabs/python-deequ
Nov 2020 - Jul 2021
Python API for Deequ
Role in this project:
Back-end Developer
Back-end DeveloperContributions:2 releases, 3 reviews, 17 commits in 8 months
Contributions summary:Calvin primarily contributed to the codebase by implementing new features and addressing bugs within the PyDeequ project. Their work involved code modifications, particularly in the test suite and core functionalities like the `hasPattern` check, with additional adjustments to the documentation and tutorials. The user's changes indicate a focus on improving the functionality and usability of PyDeequ, a Python API for data quality.
apipython
gucciwang/moneyMaker
Jan 2019 - Mar 2020
Contributions:44 commits, 53 pushes in 1 year 2 months
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