What I do
View all services →AI Privacy & Compliance Consulting
Design and implement query-time privacy frameworks and governance for LLM applications — semantic generalization, data minimization, and GDPR / EU AI Act compliant AI pipelines.
Agentic AI & Retrieval Systems (Multi-Agent RAG & MCP)
Architect and deploy autonomous agentic systems and multi-agent RAG — from Model Context Protocol (MCP) server integration to production edge-first configurations.
AI Search & Text Intelligence Consulting
Apply semantic generalization, embedding strategies, and NLP pipelines to solve real classification, extraction, and search problems — grounded in current research, not off-the-shelf demos.
On-Device & Data-Sovereign AI Consulting
Move inference off the cloud — design on-device agentic systems that preserve data sovereignty, reduce latency, and achieve inherent compliance. No third-party data exposure.
AI Strategy Consulting
Define your AI research agenda, evaluate model capabilities, and translate academic findings into product strategy. Research collaborations, manuscript preparation, and AI readiness assessments.
Enterprise AI Integration & Multi-Agent Systems
Integrate LLM inference pipelines, MCP tool ecosystems, and multi-agent workflows into existing products — from API design and prompt engineering through evaluation, monitoring, and production deployment.