Valentin Monteiro

I help SMEs and mid-sized companies integrate AI into their operations and finally leverage their data.

LLMs are not a magic wand. Well-placed, they free up time. I help you identify where Claude, ChatGPT, or a custom agent has a place in your operations, and where it's better to do without.

✅RAG on your document base:an LLM connected to your PDFs, procedures, history. Sourced answers in seconds instead of twenty minutes of searching.

✅Agents connected via MCP:CRM reading, pre-meeting briefs, lead qualification. Claude connected to your existing systems.

✅Prompt engineering for your teams:reusable prompts, validated templates, safeguards. Reliable outputs, not random copy-pasting.

✅Custom API integrations:document processing, ticket classification, AI module in your business software.

Three years of customer data scattered across spreadsheets and a CRM no one trusts? I take this mass, I dig into it (exploratory analysis, segmentation, clustering), and I come back with answers your teams can rely on.

Ex-Business Analyst on a Google project (via Teleperformance): EMEA reporting, pipeline automation, dashboards for sales teams. Before that, learned everything on the job, through coding and problem-solving.

Direct, no beating around the bush. A technical discussion first to understand your context, then a quote if it's a good fit.

Stack:Claude, Anthropic API, MCP, OpenAI, LangChain, Python, SQL, BigQuery, n8n, Looker Studio, scikit-learn.

Based in Tbilisi. Remote missions. Clients in France, Switzerland, Belgium, Canada.