Andy Eschbacher
Staff Data Scientist
Washington, District of Columbia, United States
Summary
🤩
Rockstar🎓
Top SchoolAndy Eschbacher is a Staff Data Scientist in Washington, D.C. with 11 years of experience building production-grade spatial data science platforms and ML systems. He leads cross-functional engineering teams to design cloud-native geospatial pipelines on GCP, achieving multi-fold performance and cost improvements while introducing ML monitoring and human-in-the-loop validation. His work spans applied research, NLP and transformer-based entity resolution, graph algorithms for service-area optimization, and Kubernetes-powered productionization. Formerly a lecturer in urban spatial analytics and an educator earlier in his career, he brings a strong pedagogy to technical leadership and product strategy. Notably, he transformed manual geospatial processes into automated solutions with 6x efficiency gains and cut database resource use by 90% in Python-based systems.
11 years of coding experience
8 years of employment as a software developer
MPhys Physics, MPhys Physics at The University of EdinburghMA Physics, MA Physics at The University of Texas at AustinUniversity of Missouri
Stackoverflow
101reputation
0reached
0answers
0questions
Github Skills (118)
python10
cartodb10
geography10
h310
meter10
spatial10
location10
postgis10
cartography10
geolocation10
maps10
geofencing10
location-services10
data-science10
spatial-data-analysis10
Programming languages (6)
Github contributions (5)
andy-esch/dotfiles
Mar 2018 - Jan 2024
Contributions:16 pushes, 3 branches in 5 years 11 months
andy-esch/sqterritory
Sep 2018 - Oct 2023
territory partitioning prototype
Contributions:1 release, 2 PRs, 9 pushes in 5 years 1 month
prototypeterritorypartitioning
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