I help enterprises ship complex integrations, then I build AI products on nights and weekends.

Applied AI research and product builds outside the day job, evaluating how frontier and open-source models perform on real enterprise work.

• Built and published BRIEF Index, a benchmark for weighted, multi-constraint instruction following on enterprise knowledge-worker tasks
• Built and fine-tuned Boardroom, an open source Qwen3 model suite I trained to beat my own BRIEF Index benchmark on enterprise single-turn evals

Post-sale technical lead for Spring by Citi's global eCommerce payment gateway, guiding enterprise clients from discovery and solutioning through integration, certification, and go-live.

• Own the full client onboarding lifecycle: technical discovery, sandbox testing, integration support, and production go-live across North America
• Serve as SME for Spring by Citi APIs, translating client use cases and payment flows into tailored integration solutions, including agentic commerce and stablecoin payments
• Partner with Sales and Product on pre-sales engagements, delivering technical demonstrations and integration consulting that accelerate enterprise adoption

Owned documentation compliance and release validation for a consumer investments portfolio spanning digital onboarding and physical customer touchpoints.

• Directed compliance strategy for 20+ complex agreements and disclosures across digital onboarding workflows and physical welcome kits
• Built a release-validation framework with automated testing to ensure agreement accuracy across the full customer journey, reducing regulatory risk

Led cloud migration and international expansion of a legacy platform, defining integration architecture and region-specific solution design for regulated markets.

• Migrated legacy on-premise software to cloud SaaS, defining a microservices architecture and integration framework across the application, global CMS, and decision engine, cutting deployment time 60% and maintenance costs 40%
• Drove expansion into Canada, the UK, and Europe, managing localization and region-specific solution design for multi-jurisdictional regulatory requirements

Architected B2B2C integration platforms and partnership solutions for CitiPay, connecting APIs, merchant onboarding, and digital wallet strategy to measurable adoption.

• Launched a B2B2C integration platform for CitiPay with custom APIs and a dispute-resolution portal, improving merchant onboarding efficiency 80%
• Led an 8-person engineering team re-architecting a communications microservice with event-driven design, improving scalability 200%
• Defined digital-wallet integration strategy with major providers, driving a 45% increase in customer spend across integrated platforms

Shipped AI/ML-powered fraud detection and third-party marketplace integrations in an API-first payments environment.

• Led a 4-person team launching an AI/ML fraud-detection initiative: ML models reduced fraud losses 35% while decreasing false positives 25%
• Managed a Stripe partnership to design and launch a Capital One marketplace integration in 3 months, achieving 100% faster go-to-market
• Enhanced debit-card digital services through frontend and backend improvements, delivering $400K+ in savings and a 30% reduction in support calls

Delivered fintech and ecommerce applications for multiple clients, combining agile delivery with low-code tooling to accelerate solution deployment.

• Delivered 12 web and mobile applications across fintech and ecommerce, directing agile teams against an average project budget of $150K
• Implemented no-code/low-code development using Bubble, Adalo, and Webflow, achieving 400% faster go-to-market and 3x client acquisition
• Established a data-driven product framework using analytics and user feedback, lifting user satisfaction 18% and retention 25%