Alina Li Zhang
About Alina Li Zhang
Alina Li Zhang is a Data Scientist at MindBridge Ai, where she has worked since 2019. She specializes in AI solutions, dashboard UI design, and has a strong academic background in Computer Science with master's degrees from both Zhejiang University and Western University.
Work at MindBridge AI
Alina Li Zhang has been employed at MindBridge AI as a Data Scientist since 2019. In her role, she engages in customer-facing discussions to create proof of concepts for Key Performance Indicator (KPI) computation and dashboard user interface design. Her work contributes to the development of AI-driven solutions that enhance financial data analysis.
Education and Expertise
Alina holds a Master of Science (M.Sc.) in Computer Science from Western University, where she studied from 2014 to 2015. She also completed a Master of Science (M.Sc.) in Computer Science at Zhejiang University from 2007 to 2010. Alina is certified as a Google Cloud Professional Data Engineer, which enables her to provide AI solutions for startups utilizing Google Cloud services.
Background
Alina has a diverse professional background in data science. Prior to her current position, she worked at nobul, superQuery, and skylinerunners, all in the Toronto, Canada Area. Her experience includes a role as a Graduate Teaching Assistant at Western University from 2014 to 2016 and participation in the IBM Women in Technology (WIT) Program in Shanghai from 2008 to 2009.
Technical Projects and Contributions
Throughout her career, Alina has developed significant technical projects. She created a fraud detection system using unsupervised learning techniques to identify hidden patterns in financial datasets. Additionally, she designed an ensemble system aimed at reducing bias and overfitting in machine learning models. Alina has also implemented Generative Adversarial Networks to generate missing data with similar probability distributions in financial datasets.
Previous Work Experience
Before joining MindBridge AI, Alina worked as a Data Scientist at various organizations, including nobul, superQuery, and skylinerunners. She also served as a Software Developer at IBM from 2015 to 2018. Her early career included a role as a Masters Student at Zhejiang University, where she gained foundational knowledge in computer science.