AI & Agentic Systems
LLM workflows, MCP integrations, context management, AI-assisted development, multi-step task execution, and applied prototyping.
AI & Data Strategist / Senior Engineering Consultant
Digital, data and AI strategy backed by hands-on execution.
I help organizations move from fuzzy digital ambition to working systems: analytics roadmaps, ML prototypes, production data pipelines, agentic AI workflows, cloud-native applications, and the engineering leadership needed to ship them.
20+ years
AI, data, BI and engineering
PhD
Computer Science
Strategy + Build
Roadmaps, prototypes, production systems
Expertise
A generalist by design, technical when it matters.
Data Science & Analytics
Scoring, NLP, clustering, predictive models, healthcare analytics, usage analysis, and decision-support systems.
Data Platforms & BI
SQL, ETL, Snowflake, Power BI, reporting, DataOps, data quality, and the governance needed to make analytics usable.
Software & Product Engineering
Flutter, Dart, PHP, Java, APIs, cloud-native development, CI/CD, Docker, MLOps, and production-minded architecture.
Selected Work
Products, platforms and systems I can both define and build.
My background spans executive transformation work, engineering leadership, applied AI and data science, and full-stack product delivery.
Active product
OnlyIPTV
A free IPTV player built to keep core product expectations intact: EPG, casting, AirPlay where supported, and platform-specific UX across mobile and spatial computing targets.
Engineering leadership
Cloud, identity and digital platforms at international scale
As Head of Software Engineering at AUF, I led cloud-based platforms supporting a network of 1,000+ universities and up to 15 million users, across SSO, digital libraries, collaboration platforms, messaging, document management and API-connected services.
Digital transformation
Regional programs and multi-stakeholder governance
Directed Central and Eastern Europe projects involving ministries, universities and institutional partners, combining strategic governance with practical delivery for web, mobile, cloud and hybrid event platforms.
AI, BI and healthcare analytics
Predictive models, decision support and regulated data
Delivered machine learning, statistical modeling, data engineering and business intelligence initiatives for healthcare, pharma and risk-scoring contexts, from data preparation to recommendations.
Research foundation
Semantic data, text similarity and knowledge systems
PhD-level work across semantic web technologies, RDF, OWL, SPARQL, text similarity, author disambiguation and intelligent retrieval, forming a durable bridge between research and applied data systems.
How I Work
Useful across the full digital lifecycle.
Frame ambiguous business, product or data problems into a clear technical path.
Prototype fast enough to learn, with enough rigor to avoid dead ends.
Industrialize models, data pipelines, applications and workflows so they survive real usage.
Lead multidisciplinary teams across strategy, engineering, data and delivery.
Creative Work
Music as a long-running creative practice.
Inrageous Music reflects my passion for music and a personal form of creative expression developed over many years.
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