Nathan Fritter
Senior Data Engineer
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolNathan Fritter is a Senior Data Engineer with 10 years of experience building reliable ETL pipelines, data platforms, and cost-aware cloud solutions across companies from startups to Google and Lyft. Currently at Capital One, he brings deep hands-on expertise in Airflow, BigQuery, Redshift, and cross-cloud migrations, having rebuilt and optimized complex data workflows and led high-impact dataset migrations. He pairs strong technical delivery with stakeholder and project management skills—driving SLA adoption, scoping large migrations, and presenting findings to executives. A UC Santa Barbara Applied Statistics graduate, he has a track record of rapid domain learning (energy, payments, capacity engineering) and automating manual processes to save significant time and cost. Outside work he blends consultancy rigor with a practical outdoors-and-beer sensibility, and actively pursues machine learning and infrastructure improvements through self-led projects and certifications.
11 years of coding experience
4 years of employment as a software developer
High School Diploma (Advanced Scholar), High School Diploma (Advanced Scholar) at Dublin High SchoolBachelor of Science (B.S.), Applied Statistics, Bachelor of Science (B.S.), Applied Statistics at UC Santa BarbaraMachine Learning, Machine Learning at Coursera | Stanford
Github Skills (20)
jupyter-notebook6
kaggle6
webscraper6
feature-extraction6
clustering5
performance-tuning5
natural-language-processing5
sentiment5
machine-learning5
python3
sentiment-analysis3
twitter3
mining3
time-series3
linux3
Programming languages (3)
Github contributions (5)
njfritter/Characteristic-Based-Time-Series-Clustering
Jun 2020 - Nov 2021
Time Series Clustering Based on Characteristic Based Feature Extraction inspired by the paper mentioned in the README
Contributions:14 PRs, 49 pushes, 16 branches in 1 year 4 months
clusteringfeature-extractiontime-series
njfritter/sentimentAnalysis_presCandidatesUSA2016
Sep 2016 - May 2018
Contributions:17 PRs, 42 pushes, 9 branches in 1 year 8 months
presidential-electionpresidentialelectionsentimentsentiment-analysis
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