Education
- Columbia University (2021 - )
- Master of Science in Biostatistics, Statistical Genetics track
- Purdue University (2017 - 2021)
- Bachelor of Science in Chemistry ACS (American Chemistry Society)
- Minor in Mathematics
Professonal Experience
- Shanghai Topgen Biopharm Company Limited (Shanghai China)
- Intern of Bioinformatics Department (Aug.- Nov. 2020)
- Analyze and visualize genetic data for cancer patients using Python
- Extract and separated data from Next Generation Sequencing (NGS) based on various gene panels
- Create interactive plots for visualization and produce reports to each patient
Research Experience (Data Analysis)
- Data Analytics Online Research Program at Stanford University
- Research Assistant (Jul 2020)
- Performed image denoising using Python Skimage and Matplotlib
- Applied PCA(Principal Components Analysis) to fundus photos & classify glaucoma images with KNN using Sklearn
- Implemented simple CNN model using Keras for glaucoma analysis
- Yuk Ling Yung Group’s Carbon Dioxide Extraction Lab at Caltech
- Research Assistant (Jun 2016 - Jun 2017)
- Extracted CO2 from air samples collected from LA area (three times a week)
- Employed Python to plot graphs of CO2 concentration vs. various factors such as temperature, humidity, wind direction
Research Experience (Chemistry)
- Hilkka Kenttamma’s Group at Purdue University
- Research Assistant (Jan 2020 - May 2020)
- Operated Linear Quadrupole Ion Trap (LTQ) mass spectrometer that uses ESI/APCI for ion generation
- Synthesized various organic molecules for mass spectrometer analysis
- Planned to investigate the possible pharmaceutical applications of aromatic hydroxylamines (suspended due to the pendamic)
- Christopher Uyeda’s Group at Purdue University
- Research Assistant (Oct 2018 - Dec 2019)
- Conducted multi-step catalytic reactions individually on both large scales and small scales
- Synthesized organic molecules applied to medicine, using rotovap, columns, TLC, glove box, etc.
- Identified compounds by operating 300 Hz/400Hz NMR, and purified compounds
Skills
- Programming Skills: Python, Java, R
- Lab Skills: Trained in 300 MHz Varian NMR, 400 MHz Brucker NMR, Column Chromatography, Glove box, Thin Layer Chromatography, LTQ Mass Spectrometer, HPLC, IR and Rotovap
- Languages: Mandarin, Cantonese, English