King Yiu Suen

Fine-tuned pre-trained NLP models for processing and analyzing call center transcripts, including punctuation restoration, machine translation, and named entity recognition. Benchmarked LLM performance across multiple business use cases and optimized prompts to improve model performance and output quality.

Implemented and backtested machine learning methods for algorithmic trading in the cryptocurrency market. Collected historical market data from cryptocurrency exchange REST APIs and stored data in a SQL database.

Developed proof-of-concepts for automated scoring of text responses in medical licensure exams using NLP models. Co-authored two workshop papers.

Delivered weekly tutorial sections to review statistical concepts and R programming. Held office hours and individual meetings to provide guidance for students on course materials.

Conducted research on statistical methods for analyzing psychological test response data, with a focus on item response models and computerized adaptive testing. Designed and conducted Monte Carlo simulation studies, transforming and visualizing resulting data using R.

Undertook doctoral research focusing on quantitative and psychometric methods. Specialized in advanced statistical modeling and measurement theories applicable to social and behavioral sciences.

Completed a Master of Science degree in Statistics. Developed strong analytical skills and expertise in statistical inference, regression analysis, and experimental design.

Earned a Bachelor of Science in Psychology with a minor in Statistics. Gained a comprehensive understanding of psychological principles and developed foundational statistical analysis skills.