Chris Stadler
Boston, Massachusetts, United States
Summary
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RockstarChris Dombele is a seasoned software engineer based in Quincy, Massachusetts with 11 years of experience building backend systems that bridge data science and production software. At Commure he delivers reliable engineering for healthcare products, and as a contributor to Featuretools — a prominent open-source Python automated feature engineering library — he has improved core performance, serialization, and DFS path-handling to make feature calculation faster and more robust. He brings a pragmatic focus on efficiency and correctness, often tackling non-obvious optimizations like removing unnecessary sorting and handling instances by cutoff time to reduce runtime. Comfortable working at the intersection of data science and backend development, Chris turns complex ML workflows into production-ready components.
12 years of coding experience
Github Skills (10)
pandas10
machine-learning10
feature-engineering10
performance-optimization10
python10
featureengineering10
data-science10
serialization9
testing9
data-serialization9
Programming languages (7)
Github contributions (5)
alteryx/featuretools
Apr 2019 - Aug 2019
An open source python library for automated feature engineering
Role in this project:
Back-end Developer & Data Scientist
Back-end Developer & Data ScientistContributions:85 commits, 60 PRs, 196 pushes in 3 months
Contributions summary:Chris contributed significantly to the feature engineering library, focusing on core functionalities and performance improvements. Their work included implementing error messages for missing entities and improving serialization methods using JSON. The user refactored the code to optimize calculations by removing unnecessary sorting and handling instances based on cutoff times, significantly improving the efficiency. They also addressed several bugs and implemented changes to handle multiple paths within the DFS implementation.
python-librarypythondata-scienceautomated-machine-learningmachine-learning
CJStadler/predicate_scope
Aug 2018 - Oct 2024
Contributions:14 pushes, 5 branches in 6 years 3 months
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