Building a 0→1 IoT water monitoring product for residential and commercial real estate, defining ML evaluation metrics for leak detection and predictive maintenance, and leading a cross-functional team across hardware, firmware, software, and GTM.
Founded and led a venture-backed AI startup in specialty insurance, reaching 6-figure ARR in under 12 months. Designed and shipped LLM-powered agents for claims intake, triage, and diagnostics, and hired a 9-person team across engineering, operations, and compliance.
Designed ML model evaluation frameworks for accounts receivable and IT service management, and served as acting Head of Product across three AI-infused SaaS business lines.
Shipped 25+ enterprise REST API endpoints and drove 10x growth in developer usage. Delivered OAuth2.0 authentication, language SDKs, and 3rd-party marketplace integrations.
Developed the firm's generative AI investment thesis and co-led the spinout of an LLM-powered sales automation company. Evaluated 50+ AI-native startups across search, RAG, orchestration, and agentic frameworks.