Software,
AI & Product
Engineering.

e design and build AI-powered features and systems — from prompt engineering and smart LLM routing to full agentic pipelines. Claude, GPT, and open-source models, deployed for real products. When we build with LLMs, we build them on steroids — not on LSD: ETL pre-processing, post-processing, rule engines, and classical algorithms working in concert so every token counts, hallucinations drop, and inference costs don't spiral.

Full-stack product development using .NET/C#, FastAPI, React and MSSQL/PostgreSQL/MongoDB — including ElasticSearch for full-text and vector search, and Neo4j for graph-model data. We build scalable backends, clean APIs, and frontend interfaces — with or without AI on top.

Monitoring, analysis, and competitive intelligence for brands — powered by our own Voilà! platform. Real-time signals, LLM-generated insights, and publisher-level audience data.

Strategy, IP, and go-to-market for hardware startups. From concept validation and patent strategy to investor materials and design partnerships. We've been there, we know the path.