At Dropbox, I led engineering managers and teams across AI/ML, software, infrastructure, data, and quality, and shipped RAG-based PDF summarization and Q&A with shadow-mode deployments and evaluation specs. A patented AI/ML recommendation and ad-targeting system increased ARR by 12%, while customer-facing systems maintained 99.9% SLA.
At Ironclad, I led engineering for Jurist and its agent platform, using RAG evaluation frameworks and context engineering to improve LLM latency and accuracy. Jurist achieved 4.5x revenue growth in under 12 months. At Uplimit, I technically guided the organization in building its first personalized conversational AI agent coach.
I founded Initialed.AI to build an AI-native product, owning its product vision, architecture, and end-to-end engineering. I’m shaping agentic workflows with LLMs and working with early design partners to validate the roadmap.
