Seasoned in all aspects of the AI and ML pipeline, from data acquisition, through preprocessing, machine learning/pattern recognition to results storage and dissemination. Artificial Neural Networks are a speciality including the use of deep learning methods. Can also offer in-depth experience in the use of statistical and tree-based approaches to pattern recognition. Alongside contemporary pre-processing, both hierarchical and K-Means clustering methods have been successfully deployed to bolster the modelling process. Codified domain knowledge is intentionally augmented with output from data-driven analysis.Areas of application have included continuous monitoring/anomaly detection, marketing, fraud and compliance.Presented to and held discussions with CXOs, SVPs and other key opinion formers from industry and UK Defence on the application of ML and AI in general as well as how they might be applied to suggested use cases.Invited to present at Kaggle Days meetup in Kraków 2020.
Listed skills include Data Mining, Analytics, Data Analysis, Neural Networks, and 20 others.