Runhua(Henry) Zhang

WORK EXPERIENCE

Data Management Analyst | 09/2024 - Present

Environment and Climate Change Canada (ECCC), Gatineau, QC

• Contributed to the Government of Canada’s machine-actionable Data Management Plan (maDMP) initiative, aligning with FAIRER standards.
• Developed Python scripts to convert Excel-based DMPs to JSON schema format using pandas and numpy.
• Designed UI schemas to optimize JSON schema display in web UI.
• Enhanced the logical structure of DMPs for improved consistency and clarity.
• Utilized government APIs to retrieve country code data and convert it into JSON format.

Research Assistant | 05/2024 - 08/2024

Lilia Krivodonova Lab, Waterloo, ON

• Designed, trained, and evaluated Fully Convolutional Networks (FCNs) for image reconstruction, achieving a 20x speed increase over iterative methods.
• Developed an overlapping padding strategy for seamless large-scale projection prediction.
• Recognized as a top-two presenter at the end-of-term mini-conference.

Research Assistant | 09/2023 - 12/2023

Defence Research and Development Canada, Toronto, ON

• Implemented a machine learning feature in a clinical data simulation toolbox using PyTorch.
• Validated synthetic data using the KS test, TV test, and correlation analysis.
• Developed an R-Python data pipeline for data visualization and validation.

Research Assistant | 01/2023 - 04/2023

Brian Ingalls Lab, Waterloo, ON

• Developed a stochastic agent-based model for analyzing monocultural colonies.
• Conducted exploratory data analysis and presented findings to the team.

Website Developer | 06/2022 - 08/2022

Toronto Central Baptist Church

• Developed and maintained three websites using WordPress, enhancing SEO performance and site traffic.
• Converted design mock-ups into functional pages using HTML and CSS.

Modern Web Application Design | 12/2020 - 09/2021

Manulife (Remote)

• Developed a website for LLENA(AI) using HTML5 and CSS; enhanced visual appeal through data-driven improvements.
• Demonstrated adaptability and problem-solving skills in a fast-paced environment.