Projects by Category

• Work 3
• Research 1
• School Project 1

Work

Real-world data (RWD) pharmacoepidemiology analysis: Constructed study design and performed statistical analysis on real-world data to inform clinical trial designs

less than 1 minute read

Pharmacoepidemiology analysis of respiratory diseases (Asthma, COPD and Bronchiectasis)

Agentic AI and LLM application: LLM application accelerating unstructured clinical trial document (CSPs) development

1 minute read

A proof-of-concept (PofC) chatbot using agentic AI and AWS to accelerate clinical trial protocol document workflows

Computer Vision: Prediction of homologous recombination deficiency (HRD) from whole slide images (WSIs) of H&E-stained ovarian cancer biopsies via deep learning and transformers

1 minute read

A PofC Computer Vision project that automated pre-screening pipeline for HRD in ovarian cancer patients using commerical imaging data

Back to Top ↑

Research

Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis

1 minute read

Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...

Back to Top ↑

School Project

Senior Design Project: Machine learning Classification for Diagnostics of Leukemia Based on Single Cell Cytometry Data Analysis

1 minute read

Implemented a novel ML pipeline via unsupervised-learning and DL models, addressing on automated gating of single-cell flow cytometry data for leukemia diagn...

Back to Top ↑