// AI Automation Consultant
AI automation consultant for custom business workflows.
I am open to freelance and project work where a business needs a custom AI workflow: agents, document analysis, RAG, reporting automation, internal tools or software around AI systems.
Open to remote freelance AI automation projects with teams in Europe, Germany, the GCC and the wider Middle East.
Proof points
- Builds AI-assisted workflows with clear inputs, outputs and review points instead of vague chatbot wrappers.
- Built LLM routing logic to reduce unnecessary cloud-model usage for mixed AI workloads.
- Can connect AI workflows to backend APIs, dashboards and operational tooling.
- Has practical software, DevOps and Linux experience to ship the automation around the model layer.
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 - 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 - 2025 to 2026
Vehicle Software Infrastructure
Built and maintained CI/CD pipelines for Dockerized C++ and Python backend services on embedded Linux across ARM and x86 targets. I taught myself Rust on the job and implemented a REST-based OTA update mechanism on three test vehicles with automated version checks, fallback logic, health monitoring, and service orchestration.
Read case study
Search fit
- AI automation consultant
- freelance AI engineer
- custom AI solutions
- AI consultant Middle East