Margaret Lin Email & Phone Number

Leeds, England, United Kingdom

- Monitor and evaluate the risk score model to assist pricing and underwriting teams in understanding customers' risks and pricing them accurately- Lead the lifetime value project that supports MPS in reviewing customer acquisition programmes and measuring the anticipated net profit- Compile the risk data and analyze the relationship between claim history and potential future claims, enabling the pricing team to identify potential rating factors

London, England, United Kingdom

- Automated financial auditing mapping process through the implementation of AI Custom Grouper, which utilised NLP approaches including word embedding, tokenisation, and stemming- Built Machine Learning models such as Random Forest to predict correct categories for each column in general ledger sheets, leading to an increase in speed for the audit task- Collaborated with the auditing team to extract data in general ledger sheets, along with close collaboration with the software engineering team to push models into production

- Ran participants and assisted with students’ experiments- Transcribed recordings of conversations between Chinese and English

Taiwan

- Analysed social media trends and developed advertising campaigns- Responsible for writing daily reports regarding political and economic news and performed translation between Chinese and English for commercial documents and press releases- Worked closely with Ministry of Foreign Affairs, companies, and school representatives to arrange outreach events and provided occasional consular advice to citizens- Organised over 50 outreach events and conducted monthly project evaluation of results for executive staff in order to improve future workflows and resource allocation

Master Of Science - Ms, Speech And Language Processing

NLP-related courses: - Accelerated Natural Language Processing - Natural Language Understanding, Generation, and Machine Translation (.

Bachelor'S Degree, Foreign Languages, Literatures, And Linguistics, 4.26/4.3