I’m building Windframe, an AI interface builder that helps developers design polished, production-ready UIs faster. More than 17,000 developers use it to generate, refine, and export interfaces while keeping full creative control. Under the hood, it combines a custom rendering engine, visual canvas, multi-model generation, an MCP server, reusable agent skills, and a design-token system that gives agents a dependable understanding of brand and style.
React · TypeScript · Node.js · GCP · Firebase · OpenAI · Claude · MCPSoftware engineer & founder with over a decade of experience building and scaling products and infrastructure.
I’m Sampson, a full-stack software engineer, cloud architect, and founder of Windframe. I work across product, interface architecture, backend systems, and cloud infrastructure.
For more than ten years I’ve built developer tools, regulated software, open-source libraries, and products used at scale. I like taking on difficult technical problems and seeing them through to software people can rely on.
Selected engineering record
Architected compliance-grade audit infrastructure across Vial’s product suite, preserving a durable activity history for regulatory requirements. Packaged shared services and integrations as a reusable internal library, saving hundreds of engineering hours. Also built core React workflows for a clinical-trial data capture platform.
Node.js · TypeScript · React · GCP · Distributed systems · Compliance infrastructureBuilt developer products and the CDBReact UI library, growing its distribution beyond 100k downloads.
React · TypeScript · Gatsby · Component systemsMigrated the platform to multi-container AWS ECS, established CI/CD, and shipped React interfaces plus Node.js APIs.
TypeScript · React · Redux · Node.js · AWS ECSMoved three applications from Elastic Beanstalk to ECS, added autoscaling and database replicas, and reduced infrastructure cost by more than half.
AWS ECS · EC2 · ALB · CI/CD · Relational databasesSelected personal work
Created and maintained a reusable React component library with a consistent, themeable API that helps teams build polished interfaces faster across products.
React · TypeScript · Styled System · npmEngineered a natural-language movie discovery system that extracted intent and search parameters, combined data from multiple media APIs, and produced personalised recommendations with a trained recommendation model.
Python · Flask · Dialogflow · LightFMBuilding an agent harness that learns a brand’s design language from an existing URL, extracts its visual system, and generates new interfaces that remain on-brand through strong quality guardrails.
AI agents · Design tokens · UI generation · Quality evaluation