I make your team
deliver faster
by integrating AI into their processes
Freelance AI Engineer embedded in your team. I automate workflows, from product requirements definition to the implementation of agents and RAG knowledge bases. From idea to deployment.
EU VAT-Registered Operator (B2B)
Simplified invoicing and hiring for European Union companies under the reverse charge mechanism (VAT Reverse Charge).
From Discovery
to production.
No slideware, no endless discovery. I embed with your team and take an AI automation from first call to a working, monitored system in production. A single owner for the full cycle — me.
Discovery
I sit with your team and your real data —the messy kind— to map how you work today and where the bottlenecks are. I don't start from a ticket, I start from the business problem.
- Analysis of context, team, and current workflows
- Detection of bottlenecks and AI opportunities
Improvement report + prioritized implementation roadmap
Architecture
I design the system end-to-end: what platform and tools to use, what processes to automate, what agents are needed, and where the knowledge comes from. I define integrations with your sources —Confluence, Notion, Qdrant— and the guardrails that keep output accurate and reliable.
- Platform, tools, and processes to automate
- Agent & knowledge base design (Confluence, Notion, Qdrant)
- LLM selection & trade-offs (cost, accuracy, latency)
Solution architecture + evaluation and observability plan
Build & ship
I build the system and deploy it fast, with automated evaluations, monitoring, and human review where errors are costly.
- Production-grade delivery
- Integrations: CRM, APIs, voice
Production system + testing and hardening
Handover
I level up your team so the system keeps growing when I leave: documentation, work patterns, and an agentic workflow that becomes yours.
- Knowledge transfer and training
- Operational documentation (runbooks, AGENTS.md)
Monthly retainer option for continuous evolution
The stack,
by layer.
Not a logo wall. The tools I actually ship with, organised the way I build a system — from model choice down to the ops that keep it reliable in production.
AI & LLMs
Model selection by cost, accuracy & latency.
Agents
Multi-agent design, tools & context engineering.
RAG & Data
Retrieval over messy, real-world documents.
Engineering
Production web apps, APIs & infrastructure.
LLM Ops
What keeps a non-deterministic system trustworthy.
Tools I build
& share.
Proof of how I work, in the open: the MCP connectors, skills and extensions I build and ship for my own agentic workflow — the same toolkit I bring to client engagements.
MCP Connectors
Production MCP servers for GoHighLevel, WordPress and Apollo — real-time AI integration without friction.
Explore → AgentsSkills
Reusable agent skills for applied LLM workflows — keyword research, local SEO, sales playbooks and more.
Explore → ProductivityExtensions
Desktop & browser extensions (.mcpb) that wire AI into modern IDEs and tools, built for developers.
Explore →