Michael Bi

• Over 3 years of experience with various AWS services, including S3, CloudWatch, Lambda, Step Functions, Glue (jobs, data catalog, crawlers), Athena, Redshift, MWAA (Airflow), EMR, SNS, and IAM • Over 5 years of experience in writing SQL; 5 years of experience working with SQL client software applications, such as DBeaver, Alation, and DbVisualizer • Over 4 years of experience with Python (NumPy, pandas, scikit-learn) in performing data analysis, data cleaning, data mining, data migration, and data validation • 5 years of experience with data visualization, business intelligence, and dashboarding tools, including Alteryx, Looker, Tableau, Power BI, Sisense, DeltaDNA, and Excel • Over 3 years of experience with data lakes and relational SQL databases, including Snowflake, Redshift, S3, and AWS • Over 2 years of experience with Docker to test and deploy Airflow environments with MWAA • Over 3 years of experience using Apache Spark (PySpark), Python, Databricks, and Jupyter Notebook to analyze big data • Over 3 years of exposure to ETL and ELT development, data modeling, and data warehousing • Over 5 years of experience working with most major project management tools, including Jira, Monday, Asana, etc. • 3 years of experience launching A/B tests in mobile apps • Over 7 years of experience in PowerPoint and Excel with market sizing, financial modeling, business analytics, and statistical modeling • Experience with other ETL and ELT tools like Boomi