Selected Work
Brandfolder AI Strategy & Roadmap
Senior Product Manager · Smartsheet (Brandfolder) · 2023–Present
Challenge: Enterprise customers faced "blank page syndrome" when organizing assets, and manual taxonomy creation was a massive bottleneck.
Strategy: As the owner of the $70M ARR product line, drove the comprehensive AI roadmap — launching people tagging, suggested descriptions, and automated AI tagging.
Impact: Dramatically reduced the time required to manually build taxonomies. Authored business cases for AI initiatives representing $1.5M–$5M in new ARR.
Stack: Python, LangChain, Anthropic Claude, Vector Embeddings
Smartsheet AI Evals & Internal Tooling
Senior Product Manager · Smartsheet · 2023–Present
Challenge: Evaluating non-deterministic generative AI features requires entirely new frameworks for defining "success" and launch readiness.
Strategy: Built internal tooling for early signal detection. Cemented a robust, 3-tiered evaluation approach: manual audits, LLM-as-a-judge, and human-in-the-loop reviews.
Impact: Provided executive leadership with clear, quantifiable signals on when AI features were safe and effective enough for rollout.
Stack: Python, Synthetic Data Generation, Custom Eval Harness
Google Workspace UI Transformation
Product Manager · Google · 2022–2023
Challenge: Google Workspace had fragmented UI patterns. Unifying meant navigating massive organizational complexity.
Strategy: Drove a strategic, decade-first UI transformation (Material Design 3 adoption) across the entire suite.
Impact: Shipped to 1B+ users. 80%+ positive CSAT, far exceeding baseline expectations.
Stack: Internal Google Frameworks, A/B Testing Infrastructure, Statistics
Nest x Yale Lock
Product/UX Engineer · Nest (Google) · 2014–2021
Challenge: Smart locks were seen as "gadgets" rather than serious security devices.
Strategy: Focused on "Human-Centric IoT." Engineered a seamless entry experience that established design standards for remote physical security.
Impact: Surpassed launch revenue goals. Created a best-in-class standard for smart home access.
Stack: Java (Android), Objective-C (iOS), Thread/Weave Protocols
Street View App UX Overhaul
Product/UX Engineer · Google (Maps/Street View) · 2014–2021
Impact: Increased Play Store ratings by a full star for 1M+ DAU.
Universal "Flat" Imagery Support
Product/UX Engineer · Google (Maps/Street View) · 2014–2021
Impact: Significantly increased user-generated content uploads and broadened utility for local discovery.
Street View Hardware Lab & Dynamic Routing
Product/UX Engineer · Google (Maps/Street View) · 2014–2021
Impact: Drastically improved driver efficiency and operational uptime for one of the world's most complex data collection fleets.
Skills
Product Strategy, AI/ML Product Management, Agentic AI, LLM Evaluation, RAG & Semantic Search, Python, LangChain, TypeScript, React, Android (Java/Kotlin), C++, System Design, A/B Testing & Statistical Analysis, HCI Research, Accessibility, UX Engineering, Data-Driven Decision Making