Mike Harmon
AI Engineer at U.S. Coast Guard Auxiliary
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMike Harmon is an AI Engineer in New York City with a decade of experience turning complex data into production-grade ML systems, from AutoML and entity resolution to geospatial analysis and GenAI applications. He combines hands-on engineering—especially with PySpark and Scala on Apache Spark since 2017, work that contributed to two patents—with strategic leadership of cross-functional teams at firms like JPMorgan Chase and Millennium. Holding a PhD in Computational Applied Mathematics from UT Austin, he brings rigorous numerical methods and scientific software engineering experience, including impactful open-source contributions to the deal.ii finite element library. Mike uniquely bridges cutting‑edge LLM tooling (LangChain/LangGraph) with classical econometrics and optimization, enabling pragmatic solutions across finance and product contexts. Outside work he balances high-performance pursuits—Brazilian Jiu-Jitsu world champion and active U.S. Coast Guard Auxiliary leader—which reflect his discipline and operational leadership.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Computational Applied Mathematics, Doctor of Philosophy (Ph.D.) Computational Applied Mathematics at The University of Texas at AustinBachelor's degree Mathematics, Bachelor's degree Mathematics at New York University
Github Skills (76)
regression10
rdbms10
sql-query10
ddl10
energy-efficiency10
flink-sql10
document-classification10
sql10
missing-data10
deploying10
database-access10
nltk10
google-app-engine10
imbalanced-data10
naive-bayes10
Programming languages (5)
Github contributions (5)
mdh266/TextClassificationApp
Oct 2017 - Nov 2022
Building and Deploying A Serverless Text Classification Web App
Contributions:63 commits, 7 PRs, 54 pushes in 5 years 1 month
pythonserverlesstensorflownatural-language-processingclassification
mdh266/Unix_Tools
Jul 2017 - Jul 2020
A Blog Post On Unix Tools For Data Science
Contributions:2 PRs, 8 pushes, 2 branches in 3 years
unixpythonsciencedata-sciencemachine-learning
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