Leong Jia Wei, Marcus Email & Phone Number

Singapore

Project: Natural Language Processing with Multi-Document UnderstandingEnd Product: Entity Direct Speech Extractor API Service• Fine-tuned HuggingFace Transformer models (e.g. BERT, RoBERTa) and other variants (e.g. BERT-CRF) in PyTorch for Quotation Extraction and Attribution • Incorporated Named Entity Recognition, Named Entity Disambiguation and Coreference Resolution into the final product with text analytics software• Applied Knowledge Representation to ensure suitability of output for downstream tasks (e.g. sentiment analysis, relation extraction between entities)• Packaged the product with Docker and constructed the API with FastAPI

Singapore

• Extracted data of Bitcoin Addresses through APIs and web scraping• Conducted product research on product feasibility and competitive assessment on rival companies; presented findings to Chief Technical Officer (CTO)• Applied data analysis to glean insights on risk levels of fraudulent Bitcoin Addresses

• Actively involved in data collection and generation of Microsoft Excel reports in the Goh Keng Swee Command and Staff College (GKS CSC) in SAFTI Military Institute• Awarded the Outstanding Soldier of the Month Award in October 2016 • Awarded Letter of Commendation from Department Head in GKS CSC• Awarded ‘Outstanding’ for both Overall Performance and Overall Conduct• Promoted to Corporal First Class

Data Science And Analytics, Honours (Distinction)

Activities and Societies: NUS Cross Country Hackathons/Competitions: - QuantumBlack-Castlery-NUS DACC Data Science Hackathon (DSA4263).

Cambridge Gce A Levels, Science

Activities and Societies: Mathematics Society Edusave Merit Bursary and Certificate of Academic Achievement (2014, 2015)

Cambridge Gce O Levels

Activities and Societies: Art Club Edusave Scholarship (2011-2013)