Paul Miller
Senior Machine Learning Developer at Scout
Cambridge, Massachusetts, United States
Summary
👤
SeniorPaul Miller is a Senior Machine Learning Developer in Cambridge, MA with 13 years of experience building production-ready ML and full-stack systems. He designs and ships predictive models for recommendations and classification at Scout and previously built deep learning proof-of-concepts and an English-to-SQL module at SAP Labs, implementing custom neural frameworks before modern libraries existed. Comfortable implementing algorithms from scratch or leveraging open-source tools, he also engineered high-concurrency web scraping and database-backed caching systems at TalentDrive. An active Kaggle competitor with top-1% overall ranking and a paid prize finish, he blends research-level techniques with pragmatic engineering to move models from prototype to production. Notably, he has a history of inventing bespoke solutions—like a probabilistic dimensionality-reduction approach and recursive neural-net implementations—when existing tools fell short.
13 years of coding experience
3 years of employment as a software developer
Stackoverflow
360reputation
77kreached
5answers
6questions
Github Skills (24)
vim-settings7
korean-nlp7
activerecord6
nlp6
full-text-search6
clojure6
windows6
machine-learning6
facebook6
ajax6
named-entity-recognition6
natural-language-processing5
generative5
python5
scikit5
Programming languages (1)
Github contributions (5)
pmiller10/.vim
Sep 2015 - Mar 2016
Contributions:32 commits, 2 PRs, 36 pushes in 6 months
vim-settingsneovimsettingsvim
pmiller10/DNN
Apr 2013 - Sep 2015
Contributions:29 commits, 11 pushes, 2 branches in 2 years 5 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.