Data Science Services
Data science and consulting for research teams, SMEs, and industry — from a first feasibility check to a model running in production.
I combine ten years of applied data science with academic rigour: NLP and machine learning built to work in practice, and honest advice on what is feasible, what it costs, and how to run the project. Work can be a focused analysis, hands-on development, or ongoing methodological support.
What I offer
Language & text
NLP & large language models
Text classification, information extraction, and summarisation; integrating LLM APIs (OpenAI, Google Gemini) into your pipelines, with prompt design and rigorous evaluation of model quality.
Prediction
Machine learning & analytics
Predictive models and customer analytics — churn, customer lifetime value, customer journey, segmentation and personas, recommendation — including deep neural networks where they earn their keep.
Foundations
Data engineering & pipelines
Reliable Python pipelines for data acquisition, cleaning, and modelling; SQL databases; and deployment as REST microservices for production use.
Advisory
Data science consulting & methodology
Project scoping and feasibility, and structuring data science and AI initiatives with the DASC-PM process model — plus independent evaluation and quality assurance of existing models.
Authenticity
Fake & AI-content detection
Detecting fake reviews and AI-generated content, and assessing content authenticity — a research specialism translated into practical, budget-aware solutions.
Enablement
Workshops & training
Talks and hands-on training on data science, NLP, and generative AI, drawing on years of university teaching and thesis supervision.
How I work
- Start with the question. A short scoping conversation to clarify the goal, the data, and whether the effort is worth it.
- Evidence over hype. Methods are chosen and evaluated on the merits; I say when a simpler approach — or none at all — is the right call.
- Built to hand over. Documented, reproducible Python work you or your team can maintain, not a black box.
Have a data or AI question?
Tell me the problem and the data you have — I'll reply with an honest read on feasibility and next steps.
Note: I offer data science and methodological consulting — not legal, tax, or licensed financial advice.