Aidan Gawronski
Senior Data Scientist
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolAidan Gawronski is a Senior Data Scientist based in Los Angeles with 11 years of experience building data-driven products and leading analytics teams across automotive and logistics domains. He has advanced through roles at Edmunds and Auctane to a current senior role at AE Studio, blending hands-on modeling, MLOps, and SQL-driven analytics. Creator of the pandas_redshift Python package, he brings practical open-source tooling experience that eases data engineering workflows. Trained in economics at the University of Waterloo and later in machine learning through FourthBrain, he pairs strong quantitative intuition with applied ML techniques. Known for moving projects from concept to production, he often bridges gaps between engineering, product, and business stakeholders to deliver measurable impact.
11 years of coding experience
11 years of employment as a software developer
Machine Learning Engineer, Machine Learning Engineer at FourthBrainBachelor of Arts (B.A.) Major: Economics., Bachelor of Arts (B.A.) Major: Economics. at University of Waterloo
Stackoverflow
2,075reputation
198kreached
121answers
1question
r
top-5%
Github Skills (48)
load-data10
pandas-dataframe10
r9
python8
api8
ai8
rest8
swagger8
fastapi8
json8
async8
json-schema8
chatgpt7
langchain7
gemini7
Programming languages (4)
Github contributions (5)
agawronski/pandas_redshift
Jul 2017 - Apr 2021
Load data from redshift into a pandas DataFrame and vice versa.
Contributions:1 review, 66 commits, 35 PRs in 3 years 9 months
load-datapandas-dataframe
agawronski/agawronski.github.io
Aug 2015 - Apr 2026
Contributions:16 pushes, 1 branch in 10 years 9 months
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