# Andrew Miller-Smith > ML and Engineering Leader | Stanford ML Location: Greater Chicago Area, United States Profile: https://flows.cv/andrewmillersmith Currently working in generative AI and NLP at Zoom. Engineering and ML leader with a passion for classical machine learning and deep learning as applied to production systems. Experience in large-scale production environments, AI research, and startups. Expertise in Java, Python, Kotlin, Spark, TypeScript/React, PyTorch, and more. Feel free to check out my GitLab profile for a sample of personal and academic projects: https://gitlab.com/Aams1000. ## Work Experience ### Machine Learning Engineer (Sr. Staff Level, Group Lead) @ Zoom Jan 2023 – Present ### Machine Learning Engineer (Staff Level, Technical Lead) @ Zoom Jan 2021 – Jan 2024 • Research state-of-the-art generative AI/LLMs for the summarization of ZoomIQ meeting transcripts • Lead deal-related machine learning for ZoomIQ, architect and build data pipeline, model training, and testing apparatus • Manage big data machine learning system for Zoom e-commerce products, design and implement Spark-based ML models • Serve as tech lead for multiple projects, standardizing engineering practices and guiding system designs • Created two big data unit testing suites used across organization to ensure quality of Zoom products (Spark and Athena/Presto) • Mentor junior software and machine learning engineers • Member of company-wide engineering hiring committee ### Software Engineer (Data & ML) @ Braintree Jan 2020 – Jan 2021 | Greater Chicago Area • Developed unified data model across company resources for reporting purposes • Used dimensional modeling, HDFS, and Spark to organize and process 100MM+ events per day • Lead researcher at Incubation Lab, developed prototype model for fee prediction • Consultant to PayPal SRE engineering, provided guidance on RL model for data center capacity ### Summer Research Scientist @ Neurala Jan 2019 – Jan 2019 | Greater Boston Area • Researched and implemented upcoming expansion of Neurala's proprietary L-DNN technology • Developed C++ object-detection pipeline and nascent segmentation architecture • Built and integrated new Torch C++ backend into existing training and testing infrastructure • Optimized company's deep neural networks, experimented with cutting-edge techniques to improve performance ### Software Engineer (Full Stack) @ TripAdvisor Jan 2015 – Jan 2018 | Greater Boston Area • Directed SEO RevOps engineering, served as lead engineer on user-facing product tests • Led responsive rewrite of /ShowUserReviews servlet, the most heavily trafficked area of the site • Owned set of internal tooling applications, drove product development to meet analysts’ needs • Managed team’s data requirements, creating ETLs in Hive/Hadoop and integrating them into backend services • Spearheaded projects with PMs and analysts, delivering fast and efficient infrastructure to match business objectives • Coordinated inter-team efforts to extract dependencies, overhaul testing suites, and drive modularity ### Personal Insurance Product Management @ Liberty Mutual Insurance Jan 2014 – Jan 2014 • Led effort to streamline company DMV interactions, analyzed cost & risk of systems integration and impact of regulatory trends • Designed company-wide DMV reporting strategy accepted as new company standard • Restructured & reorganized Deductible Fund monitoring report to better reflect program launch • Built interactive report elements and infrastructure in Microsoft VBA ### President @ Bowdoin College Democrats Jan 2013 – Jan 2014 | Brunswick, ME • Manage campus voting systems & provide students with opportunities to engage politically • Promote national, state, and local campaigns on campus and in surrounding states and counties • Coordinate initiatives with Bowdoin Republicans on a bipartisan agenda ### Sales and Business Development @ Global Research Innovation and Technology (GRIT) Jan 2013 – Jan 2013 • Led market research and competitor analysis in preparation for domestic product launch • Developed entrance strategy for South Africa, identified manufacturing partners & distribution channels • Created and standardized sales protocols & communication channels • Modeled potential cost/revenue streams, designed donation management and distribution system • Wrote newsletters, blog posts, and press releases & built brand through social media ### Intern @ Elizabeth Warren for Senate Jan 2012 – Jan 2012 • Organized canvassing and phone banking opportunities, recruited students to support campaign • Led trips to battleground counties to secure voter support ### Marketing and Social Media @ MassChallenge Jan 2012 – Jan 2012 | Boston • Designed global MassChallenge Brand Ambassador Program • Developed and implemented social media campaigns, managed social media accounts and sponsor promotions • Increased Twitter engagement 44.6%, blog output 75%, blog hits and Twitter following 9% • Created and organized production of blog content ### Contributing Writer and Spokesperson @ TeenLife Media, LLC Jan 2010 – Jan 2011 • Wrote features about volunteerism and the college admissions process for TeenLife newsletter and website • Promoted TeenLife in live television and newspaper interviews ## Education ### Master of Science - MS in Statistics Stanford University ### Bachelor of Arts (B.A.) in Mathematics and Computer Science Bowdoin College ### Combinatorics & Graph Theory in Abstract Algebra Budapest Semesters in Mathematics ### Mathematics Buckingham Browne & Nichols School ## Contact & Social - LinkedIn: https://linkedin.com/in/andrewmillersmith1 - Website: https://gitlab.com/Aams1000 --- Source: https://flows.cv/andrewmillersmith JSON Resume: https://flows.cv/andrewmillersmith/resume.json Last updated: 2026-03-22