Production AI features for SaaS teams and agencies —shipped end-to-end by one engineer who's accountable for the whole stack.
Most “AI integrations” fail because they're built by prompt engineers without product experience, or backend devs who can't ship a polished UI. I build the data layer, the AI logic, the API, and the frontend — and I ship it.
What I build
RAG Chatbots
Custom chatbots that answer questions from your docs, knowledge base, or proprietary data. Supabase pgvector + Python + LLM.
From €3,000 · 2–3 weeks
AI Semantic Search
Replace keyword search with embeddings-based semantic retrieval. Find “what users mean” not “what they typed.”
From €4,000 · 3 weeks
AI Assistants with Memory
Domain-specific AI assistants for support, sales, ops, or internal tools. Persistent context, structured outputs, real workflows.
From €5,000 · 4 weeks
AI-Powered Internal Tools
Dashboards, admin panels, automation pipelines that wrap LLMs into actual business workflows.
From €6,000 · 4–5 weeks
Low-commitment entry point
AI Strategy & Architecture Audit
€1,200 · 3 days
Not sure what AI feature to build, or whether your idea is viable? I'll review your product, scope a feasible AI integration, and deliver an architecture document with effort estimates and technology recommendations. If we work together afterwards, the audit fee is credited toward the build.
Book the auditThe stack I use
I deliberately work with this stack because it's reliable in production, cheap to host, and easy for your team to maintain after handoff. No vendor lock-in to obscure AI infrastructure.
Data layer
Supabase (Postgres + pgvector + Auth + Storage)
AI layer
Python (FastAPI), OpenAI API, Claude API
Frontend
React + Vite + Tailwind / React Native
Deployment
Vercel + Railway / Render
Case studies
AlfaCura
AI-matched physiotherapy platform — Italian clinical triage bot
Read case studyDocsChat
Productized RAG widget — try the live demo at docschatai.netlify.app
Read case studyAnonymized
AI logistics dashboard for EU fleet operator
Available on requestWho I work with
I don't work on: deepfakes, scraping projects, get-rich-quick content farms, or anything that competes with my existing agency partners.
Free 30-minute call.
We'll talk about your AI idea, what's realistic, what's not, and whether I'm the right person to build it.
Book your call