Humphrey Sheil
Founder @Hypercascade
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WORK HISTORY
Founder @Hypercascade
Cardiff, GB
Applying Machine Learning to interesting problems.
EDUCATION
Cardiff University / Prifysgol Caerdydd
Doctor of Philosophy - PhD
University College Dublin
B.Sc
University College Dublin
M.Sc
SKILLS
ABOUT HUMPHREY SHEIL
I apply machine learning (ML) to enhance enterprise systems by: • Working with stakeholders to ensure ML adds real, measurable value. • Designing and incorporating ML-driven features into product and development roadmaps • Identifying required skills in dev teams to implement ML roadmap components • Focusing on business-specific ML tasks such as learning to rank, classification and regression • Working with dev teams to add ML to existing systems as seamlessly as possible • Building data collection and processing pipelines • Feature engineering for classic ML • Conduct model training and deployment including objective and evaluation function selection • Designing Deep Learning models using learned embeddings (aka zero feature engineering) • Designing classical ML models using engineered features • PhD thesis titled \"Discovering User Intent In E-commerce Clickstreams\" awarded from Cardiff University School of Computer Science in 2019
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