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.

Book a 30-minute intro call See AI case studies

What I build

🤖

RAG Chatbots

Custom chatbots that answer questions from your docs, knowledge base, or proprietary data. Supabase pgvector + Python + LLM.

Pilot from €6,500 → full build

🔍

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

Start with a paid RAG Pilot

€6,500 · 3–4 weeks

Not ready to commit to a full build? The pilot proves the system on your own data: a working assistant on one of your doc sources, plus an accuracy report on 100 real support tickets — with zero hallucinations on your red-flag set. The fee is credited to the full build if you proceed within 30 days.

See the RAG ladder

The 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 study

DocsChat

Productized RAG widget — try the live demo at docschat.khaas.net

Read case study

Anonymized

AI logistics dashboard for EU fleet operator

Available on request

Who I work with

SaaS teams adding AI features to existing products

Agencies with clients asking for "AI" they can't deliver in-house

Bootstrapped startups building AI-first products from scratch

Internal teams replacing manual workflows with AI automation

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