Enterprise consulting for manufacturing, energy and industrial companies across Europe.
Experience with global organizations
I design and build Data & AI platforms for industrial companies — from the data foundation through to production AI. Every engagement is different. Some clients need a clear architecture and roadmap they can execute internally. Others want an ongoing thought partner for the hard decisions — vendor selection, platform trade-offs, alignment with leadership.
We start with a conversation about your situation. The format of our work together follows from there.
Architecture audit, current state assessment, target state design, and a clear roadmap your team can execute. Covers both data platform (Databricks, Snowflake, Lakehouse) and AI/GenAI layer.
Ongoing architecture decisions, vendor evaluation, executive alignment. I become your senior Data & AI architect on a retained basis — available when the hard questions come up.
I'm Emil Kaminski, an Enterprise AI & Data Architect with 20 years of experience building data platforms that run in production — not just in experimentation environments.
I've designed AI-native data platforms at Meta, led digital transformation across global manufacturing plants at Vesuvius, and built automation architectures at Ericsson spanning 180+ engineers across global operations.
That's rare — and it's exactly what complex industrial AI programs need.
"I help industrial and enterprise companies build AI platforms that work in production — not just in PowerPoint."
— Emil Kaminski
Global specialty materials manufacturer — one of the world's leading suppliers to the steel and foundry industry, operating across multiple continents.
Disconnected plant-level data systems with no unified architecture. AI and ML initiatives repeatedly stalled in pilot phase, unable to reach production across global sites.
Designed enterprise data lake integrating IoT, quality and operational systems across multiple production sites. Built ML-driven defect detection and predictive analytics.
I run Databricks for Professionals — a YouTube channel covering enterprise-grade Databricks implementation. Real-world patterns for data teams building production platforms.
Watch on YouTube →If you're a CDO, CTO or Head of Digital in an industrial company struggling to move AI from pilot to production — let's talk. No sales pitch, just a direct conversation about your situation.
Typically available for new engagements within 2–4 weeks. Based in Europe.