Honghu Li Email & Phone Number

Toronto, Ontario, Canada

● Established and maintained positive relationships with all departments and stakeholders● Acquired, transformed and analyzed business requirements to identify data source(s) and required data columns, and analyzed the data feasibility to be used in high-quality solutions ● Maintained and improved ETL pipeline using Fivetran, Salesforce and Bigquery● Built interactive and comprehensive dashboards for various departments● Identified approaches to improve data reliability, efficiency and quality in the data warehouse● Maintained and optimized the code logic and efficiency of long-term web scraping using Python

● Hold 1-on-1 tutoring sessions with peer students and help them with course materials, study tips and objectives● Hold weekly 2-hour study sessions for drop-in students in Business Insights & Analytics program throughout the semester and answer questions related to assignments, materials and projects.● CRLA and Professional training in communication, time management, conflict management and learning strategies

● Researched object detection, image classification techniques and algorithms● Reviewed and applied code-testing to object detection models and background removal models● Successfully reduced background noise level by 10%● Applied data wrangling and integration to raw data (JSON) from AWS S3, parse JSON and converted formats for modelling● Improved current object detection model accuracy through building benchmarks and training models

Edmonton, Alberta, Canada

● Modified research methodologies, completed meta-analysis and data visualization ● Analyzed genome sequence data and compared reference and target genes of different species● Completed literature reviews, data collection, academic reports and presentations

Beijing, China

● Assisted an environmental toxicology project aiming for the utility of microalgae biomass production and application in practice● Collected experimental data and conducted data pipeline for report● Completed literature review based academic report and gave a presentation based on the context.

Postgraduate Certificate, Business Analytics

Core curriculum: Machine Learning, Predictive Analysis, Data visualization (Tableau), Business Intelligence (Power BI), Database (SQL).

Bachelor'S Degree, Biological Sciences, Undergraduate

Related Curriculum: Graph theory, Linear Algebra, Differentiation Equations, Statistics Achievement: Recipient of International student.