Projects

Built a multi-stage AI pipeline that transforms raw survey data into evidence-based SWOT analyses. The application ingests CSV exports and automatically extracts themes, identifies patterns, and generates strategic insights with supporting evidence.

Features built-in PII protection, fault-tolerant processing with checkpoint/resume capability, and generates actionable "How Might We" questions. Reduced a 2-day manual consulting process to under 2 hours with consistent, data-driven outputs.

Ongoing coaching and mentorship for small businesses and educators on practical AI adoption. Topics include prompt engineering and context engineering strategies, AI workflows, using AI for research, and evaluating AI tooling options.

Sessions also cover AI risks and opportunities specific to each business, AI adoption strategies, developing AI policies, and building long-term AI strategy. Clients include small businesses across industries and the education company behind the Use Case Generator project.

TaskFox Factory is our AI workshop — a place where small specialized agents handle research, content, voice, and code on demand. Behind a single API, multi-vendor pipelines (Claude, Gemini, OpenAI, ElevenLabs) coordinate so each task gets the right tool without integration friction.

Powering this is CLAW — our Claude Long-running Always-on Workflow. We steer a persistent AI teammate from a phone via iMessage while it works in the real codebase, hands long tasks off to specialized agent harnesses, and pings back when something needs attention. The kind of always-on AI partner that used to require a team.

Built a multi-agent workflow for a leading UK apprenticeship education provider that turns a single sentence of intent into a polished use case. The system researches the topic, drafts the content, refines it for brand voice, builds a working example, and suggests supporting visuals — turning a 1-day manual content task into a 10-minute automated one.

The app runs on AWS infrastructure that we host, but reaches directly into the client's own S3 bucket for the customer knowledge base — so editorial output stays grounded in the client's authoritative data without ever leaving their cloud. Editors submit ideas through GitHub issues with quality tiers (preview or production), and a six-step AI pipeline delivers polished, classroom-ready use cases with code examples, sourced research, and visual recommendations.

Built a library of self-contained agent skills for TaskFox Factory using progressive disclosure design. Each skill bundles instructions, automation scripts, and reference docs that agents load on-demand—extending AI capabilities for specialized tasks without overwhelming context windows.

Developed multi-session orchestration enabling complex projects to span multiple agent sessions with state management. Used this approach to build complete applications—backend, frontend, and deployment—entirely through coordinated agent sessions in sandboxed cloud environments.

Used AI to develop comprehensive assessment materials for UK apprenticeship programs focused on AI preparedness. Created multiple-choice quizzes, project-based assessments, and supporting resources including datasets and solution guides—all aligned with industry-relevant AI competencies.

Collaborated with a leading UK apprenticeship education provider to build assessments measuring learners' progress in AI skills from prompt engineering to data management. Applied AI-assisted research and prompt engineering throughout development to create accurate, job-relevant evaluation materials.

Building a professional caregiver training course on LearnWorlds for families and professionals supporting people with ALS. Five units, around 180 lessons, expert-reviewed source content covering foundation knowledge, activities of daily living, quality of life, and communication.

We handled LMS selection, curriculum architecture, and instructional design, plus the production pipeline that turns markdown source into LearnWorlds-ready HTML at scale. Narration is generated through a custom ElevenLabs voice workflow so the team can iterate on script changes in minutes instead of booking studio time.

Built a custom ElevenLabs text-to-speech toolkit that turned a constraint into a creative win. Using AI voice meant our client could afford a professional film crew and full production studio for the live-action shoots, putting the voiceover budget toward picture quality.

The toolkit gave them what a traditional voice booking can't: rapid iteration on script changes — every revised line, regenerated in minutes. The voice sounds entirely natural to viewers. The result: studio-quality video within budget, on schedule, with a film team they wouldn't otherwise have hired.

Created "Prompting 101" for a boutique branding and marketing agency. The 11-chapter reference guide covers prompt fundamentals through advanced techniques including Chain-of-Thought, Few-Shot Learning, and XML-structured prompting.

Addresses 5 agency service areas: Brand Development, Marketing Strategies, Web & UX Design, Creative Production, and Research. Includes real client case studies and prompt templates for campaign briefs, creative briefs, and 4 audit types (brand, website, content, marketing).

Formulated comprehensive curriculum for four online courses teaching all GitHub Copilot skills for a leading apprenticeship education provider. Courses cover the complete Copilot capability set—from code completion and chat to test generation and code explanation—with hands-on projects building real developer proficiency.

Built all course content and projects to rigorous educational standards using advanced prompt engineering and context engineering techniques. Applied systematic AI-assisted workflows to ensure technical accuracy while maintaining pedagogical effectiveness across all four courses.

Built a RAG-based conversational AI with a full-stack web interface for domain-specific Q&A. The system combines a modern frontend with a FastAPI backend, using vector storage for semantic search across the client's knowledge base.

Ingested hundreds of website pages and video transcripts from the client's existing content. Users receive AI responses with source attribution and compliance disclaimers. Features resilient error handling and native authentication. Deployed to production cloud hosting.

Built a lightweight frontend for the TaskFox Factory API using Alpine.js and vanilla JavaScript. The single-page application features real-time chat streaming, voice input/output, session management, and intuitive discovery interfaces for skills, agents, and commands.

Zero build tooling or npm client dependencies—just modular ES6 code. Features include model selection, research mode toggle, image generation, and an events timeline. Serves as our in-house R&D playground for testing new TaskFox Factory capabilities.

Built a Claude-backed Amazon Bedrock AgentCore runtime that bridges AWS's managed AI infrastructure with the Claude Agent SDK. The serverless deployment handles conversational AI agents with integrated memory, identity management, code execution, and browser automation capabilities.

The runtime integrates AWS Bedrock's memory services for conversation persistence across containers, plus code execution and web automation tools. Includes comprehensive test coverage and least-privilege IAM policies for secure production deployment.

Built and host a privately branded Claude workspace for a small team. Two functional lanes — one for strategy and positioning, one for campaign messaging — each backed by a Claude-powered assistant with access to a shared knowledge base of strategy docs, brand guides, and past deliverables.

Authenticated through AWS Cognito, project files persisted in S3, served through CloudFront, and powered by the Claude Agent SDK on Bedrock AgentCore. The team logs in to a privately branded chat interface and gets two AI experts who already know their voice, their brand, and their history — without ever standing up cloud infrastructure of their own.