Senior Team Leader — AI Platforms & Product Development
Jul 2024 – Present
Lead an over 20-person organization—principal and senior software engineers, senior business analysts, a product owner, and a team lead—owning strategy, roadmap, and delivery of two enterprise AI platforms built from zero: a multi-tenant business automation platform whose largest client is UWM's flagship underwriting product, BOLT, and a new agentic software development platform.
- Conceived and built UWM's document-interrogation automation platform from the ground up — now the largest enterprise deployment of Google LLMs at the company — converting manual, document-heavy underwriting reviews into real-time, AI-driven decision support.
- Identified the opportunity as an individual contributor and authored the founding business proposal to VP/AVP stakeholders, securing executive sponsorship to stand up the team from zero — then hired and structured the 20-person org built from it.
- Delivered ~$4.1M in annualized savings ($346K/month) from a single platform optimization, with additional millions realized through loan-quality and underwriter-efficiency gains.
- Returned ~1 million+ underwriter hours per year to the business — 10 hours/week across ~2,000 underwriters — roughly 500 full-time work-years of reclaimed capacity.
- Expanded the platform from a single underwriting use case into a multi-tenant service supporting client products enterprise-wide, handling any document-based review requiring complex question answering.
- Founded a second platform from zero in 2026 — an agentic, spec-driven development platform that ingests specification documents and autonomously produces production-ready code — extending the build-from-zero playbook into software engineering.
- Delivered ~500 pull requests within the first month of pilot, targeting step-change developer throughput across UWM's ~2,000 IT professionals.
- Architected the platform model-agnostic — interchangeable Google Gemini, Anthropic Claude, and self-hosted open-weight models served via vLLM — eliminating vendor lock-in and routing workloads on cost and performance.
- Architected ML solutions using Google Gemini, custom-trained models, and embeddings to automate Title Review, Assets, Purchase Agreements, Pay Stubs, Credit Reports, and Appraisals.
- Serve concurrently as Product Owner (vision, prioritization, roadmap) and Scrum Master (Agile delivery, incremental releases).
- Own people leadership across both platforms — hiring, career development, and performance management for principal/senior engineers, business analysts, and a team lead — standing up a second team for the new platform while running the existing 20-person org.
Software Developer III
Mar 2024 – Jul 2024
Member of the BOLT Architects team; led multiple product- and organization-critical initiatives.
- Drove currency-management efforts that cut technical debt and eliminated security vulnerabilities across multiple BOLT services.
- Led a cohort of summer team members through a full-stack microservices project (React + .NET 8), achieving 75% retention.
- Acted as technical liaison to vendor partners (Qarik/Egen), owning environment setup and integration; mentored developers across frameworks and tooling.
Data Platform Engineer II
Mar 2023 – Mar 2024
- Administered an on-premises Confluent Kafka platform at 99.99% availability, processing billions of messages daily across the organization's intranet.
- Supported 1,900+ technology professionals integrating with Kafka, Redis, and Qlik; ran the Redis distributed cache platform at ~4,000 operations/second.
- Pioneered open-source Kafka adoption to cut vendor dependency and migrated Kafka connectors into Kubernetes via custom Python tooling.