Enterprise RAG Assistant
A secure, document-aware assistant that helps teams retrieve and use internal knowledge.
Architecture, retrieval strategy, evaluation and deployment for reliable enterprise knowledge access.
ARTIFICIAL INTELLIGENCE • DATA SCIENCE • ORGANIZATIONAL TRANSFORMATION
I turn complex AI ideas into systems that work.
With 15+ years of experience, I build RAG, NLP and data solutions for organizations—and help teams adopt them with confidence.
Production-focused work with banks, public institutions, universities and energy companies
Selected work
Gemini & RAG Training
Hands-on training that moves teams from generative AI concepts to working applications.
Scenario-led workshops covering RAG design, application development and responsible adoption.
Energy Demand Forecasting
Time-series and machine-learning models that support planning and operational decisions.
From data quality and feature engineering to explainable forecasts and decision-ready outputs.
Expertise
From strategy to production
I work at the point where technical depth, organizational reality and measurable delivery meet.
Enterprise AI & RAG
Retrieval, semantic search, document intelligence and production-grade AI assistants.
Data & NLP Systems
Text analytics, forecasting and data products designed around real operational decisions.
Applied AI Training
Practical programs that help technical and business teams build useful AI capability.
PRODUCTS & VENTURES
Ways to learn, build and explore
FYLARK
An accessible technology program where differently learning children explore coding and artificial intelligence through small, visual steps.
Explore FYLARKUdemy courses
Practical, accessible training that turns data science and artificial intelligence experience into useful skills.
View coursesBooks
Published work on data analysis with R, Google App Engine and network analysis.
Browse the booksAbout
Engineer, data scientist, educator and writer
I hold a PhD focused on text mining and completed postdoctoral research in NLP. Across public institutions, regulated industries and international projects, I have led and delivered AI, data and software initiatives from early idea to production.
More about meOpen archive
Notes on technology, data, learning and life since 2006.
CONTACT
Have an AI initiative that needs to become real?
Tell me what you are trying to build, improve or teach. I will come back with a practical next step.