About

About Me

I’m a full-stack software engineer and former founder with a focus on building applications powered by AI. Today, most of my work centers around integrating large language models (LLMs) into real products—designing backends that make AI reliable, scalable, and compliant for business use. I’ve built SaaS platforms that blend AI with cloud infrastructure, handling workflows like OCR-assisted data capture, CRM automation, and custom AI agent development. My current projects include: AI-powered enrollment & form assistance: FastAPI + React platforms that guide users through complex workflows with document scanning, OCR, and real-time AI inference. Custom AI pipelines: Retrieval-augmented generation, event-driven orchestration, and LLM agent backends using frameworks like LangChain, LangGraph, and Supabase. Cloud-first infrastructure: Serverless deployments on AWS, Cloudflare, and DigitalOcean—designed for scale, security, and HIPAA-aligned compliance. Earlier in my career, I built and exited a 21-year company, then helped grow a startup’s ARR 7x by scaling its API platform and onboarding systems. Those experiences gave me a strong foundation in product-market fit, system architecture, and the business impact of good engineering. Now, I’m most energized by what’s possible at the intersection of AI and business systems—using LLMs not just as a feature, but as core infrastructure for smarter, more resilient products. If you’re exploring how to bring AI into your stack—or building something ambitious in the AI space—let’s connect at info@winstonbrown.me.