Maxim Efimov

Chicago, Illinois, United States
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Summary

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Maxim Efimov is an economic consultant with 10 years’ experience translating large-scale data into courtroom-ready evidence for antitrust and class-action matters. He combines rigorous, reproducible coding in Python, SAS, and Stata with adversarial review skills to audit opposing experts’ models, draft expert reports, and produce persuasive trial exhibits, including spatial visualizations created in QGIS. Based in Chicago, he emphasizes defensibility and quality assurance across technical workflows and maintains reproducible code repositories to support testimony. Beyond economics, he has contributed backend enhancements to the high-profile Envoy proxy—improving access logging and observability—which underscores his practical experience improving production systems and metrics.
code10 years of coding experience
bookMaster's degree, Economics, Master's degree, Economics at The University of Bonn
bookBachelor's degree, Quantitative Economics, Bachelor's degree, Quantitative Economics at St. Olaf College
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Github Skills (12)

statistics10
access-log10
c-language10
cprogramming-language10
api-design9
integrations9
grpc9
api9
cloud-infrastructure8
infrastructure8
configuration-management8
cnc7

Programming languages (5)

JavaC++StarlarkGoPython

Github contributions (5)

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envoyproxy/envoy

Jul 2019 - Nov 2021

Cloud-native high-performance edge/middle/service proxy
Role in this project:
userBack-end Developer
Contributions:60 reviews, 7 commits, 18 PRs in 2 years 4 months
Contributions summary:Maxim primarily contributed to the Envoy proxy's access logging and statistics functionalities. They added an extension filter to allow runtime filter registration in access logs and introduced a new TextReadout stat type for improved metric reporting. Further contributions include reflecting xDS version and control plane identifier as text readout stats, enhancing the observability of the system. These modifications demonstrate a focus on improving the proxy's logging, monitoring, and control plane integration capabilities.
nanoservicesmore-catsgolangcontainersproxy
efimki/envoy

Jul 2019 - Mar 2025

Cloud-native high-performance edge/middle/service proxy
Contributions:117 pushes, 35 branches in 5 years 9 months
golangproxyedgeload-balancingperformance
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Maxim Efimov