AI & Emerging Tech
AI isn't just a feature — it's a fundamental shift in how we design experiences. I've led teams applying machine learning to personalization, research automation, and intelligent discovery, always focused on outcomes over hype.
Key Outcomes
- Siemens: Designed AI-powered product discovery tool achieving 10% conversion lift and 15% engagement increase through intelligent personalization
- Siemens: Built AI-powered research agent enabling teams to query validated insights, reducing time-to-insight by 20%
- Bosch: Led design thinking for ML-driven infotainment, reducing driver distraction by 3 seconds per task and securing Ford partnership
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Related Work
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Finder — SiemensLed the design of a personalized content discovery tool that reduced clicks to content from 77 to 4, with 50% of users reaching conversion-focused results.
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AI-Driven Infotainment — BoschLed design thinking processes to uncover compelling user scenarios for ML-driven infotainment, resulting in a partnership with Ford.