Projects
Each entry records the problem, the decisions that mattered, and the measurable outcome. Filter by discipline below.
Led end-to-end development of review-response agents on OpenAI and Claude, with tool integrations and memory for autonomous operation — and a prompt framework that cut model cost 18%.
Resilient integrations with Google Business Profile, Yelp and Facebook Reviews — webhook-driven where the platform allows it, scheduled where it doesn't, reconciled either way.
React and Next.js dashboards surfacing AI metrics and generated responses for client decision-making — increasing engagement 28% by making the model's work inspectable rather than opaque.
Dockerised CI/CD onto Kubernetes for cloud-native Python and Node services, plus a data-model redesign that doubled pipeline throughput for AI processing.