Kevin Choi
Machine Learning Engineer II at Equip
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolKevin Choi is a seasoned machine learning engineer with 10 years of experience delivering production-grade models across retail, healthcare, and media. Based in New York, he has led end-to-end ML initiatives—from building modular forecasting tools at Spreetail with MLflow, CI/CD, and PySpark to streamlining CDC data pipelines and data science workflows at KR3. He is the first ML hire at Spreetail and has driven scalable solutions on Databricks and Spark, reducing technical debt and boosting performance. He has published open-source forecasting work (Boosted Seasonal Linear Regression) and led time-series segmentation methodology rollout at Newell Brands, which grew to become an enterprise KPI. He recently joined Equip as a Machine Learning Engineer II and is exploring startups, contracting, or labs, with a growing passion for agriculture, computer vision, robotics, plant biology, and sustainability. He holds an MS in Computational Perception and Robotics from Georgia Tech and a BA in Mathematics and Statistics from Boston University, reflecting a strong foundation in both theory and applied data science.
10 years of coding experience
6 years of employment as a software developer
Lexington High SchoolMaster of Science - MS Computational Perception and Robotics, Master of Science - MS Computational Perception and Robotics at Georgia Institute of TechnologyBachelor of Arts (BA), Mathematics and Statistics, Bachelor of Arts (BA), Mathematics and Statistics at Boston University
English, Korean
Github Skills (27)
feature-extraction7
extraction6
dtw5
data-science4
time-series4
feature-engineering4
python4
scraper1
pdf1
browser1
to-do1
iteration1
xgboost1
couchdb1
selenium-webdriver1
Programming languages (2)
Github contributions (5)
newelldatascience/tsutility
Nov 2019 - May 2020
Contributions:1 release, 8 PRs, 87 pushes in 6 months
kjchoi10/kjchoi10.github.io
Jan 2017 - Jan 2018
Contributions:17 pushes, 1 branch in 1 year
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