Kelin Qiu

Highly motivated problem solver with a passion for leveraging data to tackle challenging tasks. Skilled in data mining, visualization, and developing actionable business insights, with proficiency in programming and analytics tools. Currently pursuing a Master of Data Science, graduating in June 2025, with a strong academic track record and rapid learning ability.

Statistical Methods for Data Science

• Gained comprehensive knowledge in linear models, generalized linear models, time series analysis, model selection, dimension reduction, and process simulation with both small and large datasets.
• Developed a strong foundation in both theoretical and practical aspects of statistical methods, equipping me with the skills needed to handle complex data science tasks.
• Completed rigorous assessment tasks that included mathematical derivations, statistical analysis, Python programming, data wrangling, and report writing, further enhancing my ability to apply statistical techniques to real-world data challenges.

Data Analytics at Scale

• Acquired in-depth knowledge of scaling out data processing using modern computational architectures, addressing the challenges of volume, velocity, and variety in large datasets.
• Built a strong foundation in distributed systems, enabling me to efficiently execute data analytics queries and run data mining algorithms on massive structured and unstructured datasets.
• Completed comprehensive assessment tasks involving the application of Bash scripts, Python, and SQL in large-scale data environments, reinforcing my ability to handle complex data processing tasks across distributed architectures.

Advanced Database Systems

• Gained extensive knowledge in distributed database design, query processing, data integration, and data warehousing, essential for managing large-scale dynamic data from multiple sources.
• Developed practical skills in ensuring data quality, scalability, and security, with a focus on the efficient management of spatial data and other unstructured data types.
• Successfully completed challenging assessments involving database management system architecture, transaction management, and concurrency control, enhancing my capability to optimize database systems for real-world applications.