Huixiu Nong: Aspiring Data Scientist and Research Analyst
Contact Information
Education
University of Toronto (St. George Campus)
Honours Bachelor of Science - Statistical Science & Bioinformatics ASIP Co-op Program
September 2021 – June 2025
- GPA: 3.96/4.00
- Average: A+
Relevant Courses:
- Multivariable Calculus
- Linear Algebra
- Probability & Statistics
- Python Programming
- Introduction to Databases
- Data Analysis
- Human Genetics
- Molecular & Cell Biology
Experience
Lunenfeld-Tanenbaum Research Institute @ Sinai Health, Toronto, ON
Research Assistant with Prof. Frederick Roth and Dr. Jochen Weile
April 2023 – Present
- Re-processed raw data for variant effect maps using TileSeqMave.
- Compiled benchmark sets of variants with known pathogenicity.
- Evaluated predictions using precision-recall curves.
- Recommended optimizations for TileSeqMave pipelines.
- Delivered presentations and reports on methodologies and findings.
Dalla Lana School of Public Health @ University of Toronto, Toronto, ON
Research Trainee with Prof. Kuan Liu and Prof. Kevin Thorpe
May 2023 – Present
- Conducted simulations in R for Randomized Controlled Trials.
- Applied missing data handling methods and assessed performance.
- Provided recommendations for handling missing data in RCTs.
- Gave a poster presentation on research showcase day.
Skills
- Technical Skills: SQL, Python, R, Unix Shell, Git, HTML, LaTeX
- Libraries: psycopg2, tidyverse, doParallel, foreach
Projects
Analysis of Sensory Factors & Coffee Ratings
October 2023 – December 2023
- Investigated the correlation between coffee ratings and sensory factors using MLR.
- Conducted data analysis and visualizations in R.
Learning Management System Design
September 2023 – October 2023
- Designed a schema for a learning management system database.
- Developed complex SQL queries and integrated them with Python.
Analysis of Hypertension & Low-Income Data in Toronto
November 2022 – December 2022
- Cleaned and standardized data, selected statistical methods for analysis.
- Analyzed correlations between hypertension rates and income levels.
Honors and Awards
Summer Undergraduate Data Science (SUDS) Research Program Award (2023)
Awarded $7200 CAD for a summer research project in data science.
Dean’s List Scholar (2022, 2023)
Recognized for maintaining an excellent GPA at the University.