AI SOLUTIONS
From a validated use case to a working AI solution.
When an opportunity is worth pursuing, I help turn it into a practical system built around your business process, data and users.
What the work can include
Data preparation
Cleaning, structuring and selecting the data needed for modelling.
Model development
Choosing and training the approach that best fits the business problem and data.
Testing & evaluation
Measuring technical performance and checking whether the result is useful in context.
Integration
Connecting the solution to the workflow, application or decision process where it will be used.
Deployment
Moving from notebook or prototype to a usable, maintainable solution when the project requires it.
Monitoring & improvement
Reviewing performance over time, retraining when needed and adapting as the business changes.
Possible solution families
Depending on the use case, this may involve recommendation systems, classification, regression, forecasting, clustering, anomaly detection, NLP, computer vision or generative AI. The model family is chosen after the business need and data are understood.
The objective is not to build AI for its own sake. The objective is to improve a decision, customer experience, process or measurable business outcome.
AI SEARCH VISIBILITY
Make your website easier to find and understand.
I also help businesses improve how their website is understood by search engines and AI-powered discovery systems, with stronger SEO foundations, clearer content structure, entity signals, structured data and crawler accessibility.
Have a specific use case in mind?
A short introductory conversation can determine whether it is ready for deeper assessment.
