Andrew Sauer
I help teams figure out where AI actually fits — then build it.
Product strategy, system design, and hands-on engineering for AI that works inside real operations.
Background in neuroscience (Saint Mary's) and product strategy (Stanford GSB), with deep technical ability in AI systems engineering. I work with teams to identify where AI creates real leverage in their operations — then design and build the systems that deliver it. Current focus: construction, media, and enterprise document intelligence.
Point of view
Most AI projects fail not because the technology doesn't work, but because nobody asked the right question about where it fits. The hardest part isn't building the system — it's understanding the operation well enough to know what the system should do. That's where I focus.
Work Experience
AI Engineer Human Agency
Remote · 2025–Present
Building AI systems used daily by construction teams to navigate thousands of drawings, RFIs, and submittals — replacing hours of manual document search with seconds. Designed the retrieval architecture from ingestion through delivery.
AI Product Engineer sauerApple
Los Angeles · 2017–Present
Designing and shipping AI-first products that solve real user problems — from personalized content tools to automated workflows. Full ownership from product concept through production deployment.
Lead Frontend Developer BiasSync
Los Angeles · 2019–2025
Led development of a platform that enabled nontechnical clients to manage training programs, reporting, and data integrations independently — removing engineering as a bottleneck.
Full-Stack Data Scientist Warner Bros Entertainment
Burbank · 2017–2019
Led a neuroscience-driven research team applying data science to understand audience behavior. Built the internal tools that let the team design, run, and operationalize studies at scale.
Full-Stack Developer Super Serious Company
Portugal · 2017–2019
Android Developer Tinder
West Hollywood · 2016–2017
Education
Stanford Graduate School of Business
Institute for General Management
Saint Mary's College of California
BS, Consumer Neuroscience & Social Psychology
Certifications
Claude Certified Architect — Foundations Anthropic
Certified July 2026 · Valid through July 2027