A highly experienced Machine Learning (ML) and Natural Language Processing (NLP) expert with a PhD in NLP and over 10 years of research and practical experience. Expertise in developing computational models for a range of NLP tasks, including Automatic Student Answer Grading (ASAG), Sentence Similarity, Sentiment Analysis (SA), Question Answering (QA), and Entity Relation Mining (ERM). Proven ability to apply ML and NLP expertise to real-world business challenges, including using Dataiku to develop solutions for manufacturing and controls, as well as a personalised discount model for the consumer industry.