// AI Agent Developer
AI agent developer for custom workflows and business automation.
I build agentic workflows that connect documents, rules, human review and software outputs. The goal is not demo magic; it is a workflow that can be inspected, improved and used by a real team.
For founders and teams: I can help turn repetitive document, reporting or operational workflows into AI-assisted systems.
Proof points
- Leads a team building an agentic report-analysis pipeline for EFQM/RADAR assessment material.
- Built an LLM routing layer that analyzes prompt complexity locally before selecting a local or cloud model path.
- Works with AI coding and planning agents regularly, including Codex, Claude, Gemini, GitHub Copilot and OpenSpec-based workflows.
- Combines agent design with backend and systems knowledge so the output is usable software, not just a chat prompt.
Relevant work
- May 2026 to present
EFQM/RADAR AI Report Analyzer
A local-first, multi-agent RAG pipeline for the first-pass desk assessment of EFQM-based organizational self-assessment reports. It retrieves assessment guidance, links findings to source evidence, flags gaps and conflicts, and produces structured draft feedback for human review. I lead the five-person team and enforce fail-closed scoring, typed agent contracts, reproducible run provenance, and CI evaluation gates.
Read case study - 2025 — 2026
LLM Routing System
An internal on-device LLM routing layer that classifies each prompt by task type and complexity before selecting a local model or cloud provider. My operational estimate was that roughly 65 percent of requests stayed local, reducing cloud AI spend by about 45 percent. These are self-reported estimates rather than figures from a controlled finance study.
Read case study - 2025 to 2026
Confidential AI/Technical Evaluation
Researched and benchmarked more than ten LLM approaches, AI tools, and hardware options for an early-stage internal evaluation. I tested selected options, documented evidence and uncertainty, and prepared decision-focused reports. The subject, candidates, findings, and outcome remain under NDA.
Read case study - March 2024 to July 2025
Yoga Studio Management Platform
A booking, membership, payment, attendance, and operations platform deployed for one operating yoga studio. I owned most of the Flutter member and coach app plus its API integration, contributed to the React admin client, and coordinated with an ASP.NET Core and MySQL backend secured by Identity, JWT, and five-role access control.
Read case study
Search fit
- AI agent developer
- custom AI agents
- AI workflow developer
- business AI automation