• Leverage statistical concepts (Hypothesis testing) to A/B test and initiate scenarios analysis for stakeholders • Test out machine learning models using sci-kit learn (Python library) to provide analytic insight to stakeholders• Using Pandas library to clean & shape data for dashboarding and machine learning• Analyze data in various tools (Excel, SQL, PowerBI, Python) to capture business trends

• Lead a team of 8 to assist Baltimore-based startups to formulate their strategic initiatives • Manage project timeline of the presentation & final deliverables for the clients• Work alongside the clients to define problem statements as well as project scoping for the team

• Analyze complex high-dimensional data stores and experiment to uncover actionable intelligence and trends that provide value to the business.• Construct machine learning-based models to provide recommendations throughout the organization• Set up data infrastructure & define business metric for business end user• Working with the dev team to automate data workflow & identify database related issues• Create data testing pipeline ensure the highest quality of the data flow within the organization

• Uses SQL and internal data management tools to perform deep analysis on leading, in-process, and lagging indicators.• Conducts analysis on different projects for cost reduction or revenue projection.• Implementing business intelligence tools for data capturing and data visualization.• Initiate statistical hypothesis testing to identify potential variables that might affect the business operation• Creating KPI and dashboards for performance tracking for each department

Acquired by Assurant (NYSE: AIZ) in August 2020• Work with executive and sales leadership to find patterns and define go-to-market strategies for the sales department • Work with the sales representatives to improve the performance of the sales organization through data insights• Work cross-functionally with Marketing, Customer Operations, Finance, Recruiting, and Services to ensure alignment on data and measurement;• Understand industry best practices of core sales operations functions focused on data structure, modeling, and business analytics Partner closely with sales leadership to develop actionable, measurable projects and programs that accelerate sales growth and improve sales reps productivity

• RCA project leader performed competitive analysis through the data-analytical model• Arrange the historical data in an efficient setting, draft the sensitivity analysis for different projects• Visualize analytical result through Tableau and Excel• Initiate data cleaning through Excel VBA while managing the quality of the hospital’s database, increase the operation efficiency

• Guarantee effective communication process between the professor and the students, answer all the analytical questions from the students • Responsible for bench-marking the criteria for the case studies and evaluating the performance for each individual

• Conducting market research for the ongoing project, gathering materials for the strategic formation for the board• Analyzing and filter the data through industry research, ensure better engagement between the clients and the company

• Lead the team to coordinate different conferences and event • Took charge of the translation works on speeches and articles for the department, facilitating the communication process between each department operationally