Jake Miller
Staff Machine Learning Engineer at Lore | Turn experience into insight
Washington, District of Columbia, United States
Summary
👤
Senior🎓
Top SchoolJake Miller is a Staff Machine Learning Engineer with eight years of experience translating complex data and narratives into actionable products and insights. He blends a journalism and proposal background with deep practical ML and engineering skills—shipping production models and APIs on Kubernetes and building data pipelines with Argo Workflows. At Morning Consult he led ML-driven news analysis, narrative tracking, and an LLM-powered RAG chat workflow, creating novel evaluation metrics and generative summaries that improved interpretability and customer value. He has also built and managed data science teams and operational analytics at Cognosante, delivering predictive solutions from call-transcript data and automating engineering workflows. Based in Washington, D.C., Jake is skilled at turning ambiguous research problems into scalable SaaS features and is comfortable bridging product, engineering, and nontechnical stakeholders.
8 years of coding experience
12 years of employment as a software developer
Masters of Information and Data Science, Masters of Information and Data Science at University of California, BerkeleyA.B., History, A.B., History at Princeton University
Github Skills (96)
weakly-supervised-learning10
active-learning9
nlp9
datasets9
text-annotation9
text-labeling9
weak-supervision9
developer-tools8
knowledge-graph8
fairness-ml8
machine-learning8
langchain8
natural-language-processing8
jupyterlab-extension8
sensor7
Programming languages (5)
Github contributions (5)
jakemiller649/nlp-final-project
Mar 2019 - Nov 2019
Final project for UC-Berkeley MIDS Program W266, Natural Language Processing with Deep Learning
Contributions:14 PRs, 49 pushes, 13 branches in 8 months
nlpnatural-language-understandingdeep-learninglanguage-processingmachine-learning
w201rdada/portfolio-jakemiller649
Feb 2018 - Mar 2018
Contributions:8 PRs, 50 pushes, 1 branch in 1 month
javascriptreactgithub-classroom
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.