Summary
Technical Product Manager who designs and builds AI-powered product tooling in practice.
Built and deployed a custom Mixpanel MCP server, parallelized agentic workflows with
explicit context window management, and Python data pipelines with confidence scoring
to turn raw customer feedback into structured, evidence-weighted product intelligence.
Proven record building consumer PM practices from scratch and shipping
safety-critical IoT products across app, firmware, and go-to-market. Deep technical roots
in embedded systems and medical device development provide unique credibility with
engineering teams.
Relevant Experience
Product manager owning the customer-facing software for PLACE, Gentex's first B2C
product—spanning mobile app, cloud backend, and go-to-market strategy.
Operating with senior-level autonomy to grow the consumer PM practice for a product
category new to the organization.
AI Tooling & Automation
- Designed and deployed custom MCP server wrapping Mixpanel's API, exposing 8 tools (event segmentation, retention analysis, funnel queries, event comparison, property exploration) with fuzzy event schema matching for natural-language analytics queries in Claude Code
- Architected agentic product intelligence system: Python data pipelines scraping 12+ subreddits with keyword filtering and confidence scoring auto-generate structured insight files; 286 insight files produced from 1,000+ Reddit threads
- Designed parallelized multi-agent slash commands for insight generation, PRD authoring, and slide deck export, with explicit context window management across sub-agents to maintain output quality
- Built structured prompting layer with evidence hierarchy (direct user feedback, community discussion, competitor data, market research) enabling defensible multi-source roadmap decisions
- Used the system to cross-reference survey results, Reddit threads, and 1,000+ competitor reviews and drive a roadmap pivot in an afternoon; previously a multi-day manual process
Product Strategy & Launch
- Introduced continuous improvement product strategy enabling rapid iteration on user feedback—a fundamental shift for an organization new to consumer products
- Identified and capitalized on market opportunity from major competitor's exit, securing product's first major tech press coverage in The Verge
- Quoted as product spokesperson discussing smart home integration roadmap
- Developed GTM strategy with analytical framework connecting star ratings to marketing efficiency and sales conversion, establishing product quality thresholds as prerequisites for scaling spend
- Translated strategy into quarterly outcomes framework with measurable KPIs—introducing outcome-based roadmap planning to the organization
User Research & Discovery
- Established continuous discovery practice with regular user interviews, in-app surveys, and usability testing to validate features before development
- Led redesign of device voice menu system based on user research findings
Process Innovation
- Championed Discovery Workshop and Double Diamond process for cross-functional feature definition—now adopted by 2 additional product lines
- Evolved requirements culture from waterfall to agile, enabling engineers to iterate based on real-world learnings
Cross-Functional Leadership
- Aligned 20-person cross-functional team spanning cloud, mobile, and embedded engineering with UI/UX designers and external partners
- Coordinated with marketing, legal, and corporate finance on go-to-market strategy, compliance requirements, and business case development
- Established product analytics infrastructure enabling data-driven decision making for the first time—now tracking 2,000+ users across device and app
- Initiated regular syncs with customer support to improve product knowledge and surface user issues
Engineering consultancy where ambiguity was the norm—adapting to new clients,
technologies, and domains while wearing multiple hats across firmware, hardware, and test.
Embedded Engineer III 03/23 – 09/23
- Developed firmware for prosthetic medical device
- Redesigned traceability matrices to improve cross-team workflows
- Authored test protocols ensuring regulatory compliance and requirement coverage
Embedded Engineer II 05/19 – 03/23
- Collaborated with customers and internal teams to define software requirements and verification plans for medical device projects
- Redesigned industrial tool user interface, improving usability and reducing operator errors
- Participated in cross-functional debugging efforts to resolve critical issues blocking product releases
- Migrated legacy system to FreeRTOS, improving real-time performance
- Led hardware circuit design and PCB layout for medical and consumer products
Embedded Engineer 05/15 – 05/19
- Developed embedded firmware in C for regulated medical devices using Test Driven Development
- Designed event logging system enabling field diagnostics and regulatory traceability
- Built firmware drivers for peripherals including analog front ends, position sensors, and battery interfaces
- Led hardware circuit design and PCB layout for medical and consumer products
- Designed and built capacitive touch panel test fixture enabling automated testing
Electrical Engineering Co-op 05/13 – 12/14
- Designed multi-layer high-speed PCB layouts
- Built internal tooling automating PCB design workflows and part number creation
- Enhanced Bill of Materials generator to support multiple design variants
- Created database review tool for verifying component symbols, footprints, and parametric data
- Founded and operated portrait photography business end-to-end: sales, marketing, client acquisition, service delivery, and finances
- Built repeat customer base through relationship management and consistent quality
- Ran in-person sales sessions, directly converting client interest into revenue
Education
BSE, Electrical Engineering — Magna Cum Laude, GPA 3.87
BA, Screen Arts and Cultures — Screenwriting concentration
Certifications
Product School
- Product Strategy Micro-Certification (05/24)
- Product Roadmapping Micro-Certification (02/24)
Skills
- Product: User Research, Continuous Discovery, PRD Development, Product Analytics, Agile/Scrum
- AI/Technical: MCP Server Development, Multi-Agent Workflow Design, Prompt Engineering, Python (data pipelines, LLM integrations), C, Embedded Systems
- Tools: JIRA Product Discovery, Mixpanel, Claude Code, Miro, Figma/Figjam
- Research: User Interviews, Usability Testing, Survey Design, Focus Groups
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