Assembli AI
CTO · Sept 2025–Present
Building an AI-native pre-construction platform from plan takeoffs to bid management, with a generative UI architecture and agentic development workflow designed around guardrails rather than hope.
CV-powered plan takeoffs to full bid management
30–60 widget generative UI system
10x code throughput, 1.5x feature velocity
- AI Architecture
- Generative UI
- Agentic Development
- Construction Tech
Legacy Logix
Co-founder, Product & Design Lead · May 2023–Oct 2025
Cut AI operating costs by 95% ($500–700 per customer) and doubled release velocity while eliminating 60% of design debt across the SaaS platform.
200% release velocity increase
95% AI cost reduction
60% design debt eliminated
- Design Operations
- AI Strategy
- SaaS
Reva Technology
Co-founder, Head of Product & Design · Sept 2015–May 2023
Drove 30x ROI on client SaaS investment, generating $300M market cap gain and $12M NOI increase. Reduced vacancy from 12-15% to under 5% through a proprietary CRM that transformed multifamily leasing operations.
$300M market cap gain
Vacancy reduced to under 5%
400% lead conversion increase
- UX Strategy
- Product Design
- Design Leadership
- Team Scaling
- AI Strategy
- SaaS
- Acquisition
Meltwater
Director of UX · Aug 2014–Sept 2015
Scaled product org from 17 to 35 in six months while maintaining 100% retention. Introduced systems thinking that contributed to Meltwater's 2020 IPO.
Scaled org 17 to 35 in 6 months
100% retention rate
10–50 TB daily AI pipeline
- Design Leadership
- Team Scaling
- SaaS