Fidelity Investments, HR People Analytics Project, May 2017 • Presented to CHRO and other senior management findings and recommendation based on research and analysis• Restructured, analyzed and visualized data sets of up to 200,000 cases using Excel and Tableau to diagnose business problems and draw collective insights on employee characteristics• Conducted focus groups and interviews with employees and industry expert to identify qualitative insights on company culture and industry practices on talent relationshipsThermo Fisher Scientific, Portable Analytical Devices Project, March 2017 • Developed new possible service offerings with potential to increase service contract revenue for portable X-ray fluorescence analyzers within the US market by conducting market research and analysis• Conducted research of services offered by top four competitors in the market and performed a collective comparison of offering and pricing structures of the products• Interviewed and surveyed customers to gather insights in pricing structure and service offering preferences based on their pain points and expectationsEastern Standard Restaurant Group Project, December 2016 • Enabled management to possibly increase revenue by 3% - 5% by identifying competitive price increase opportunities in menu items through market pricing analysis• Constructed Qualtrics survey, AB test, and sentiment analysis to identify customer preferences, perception and price sensitivity in high-end restaurants• Identified sales patterns by analyzing over 40,000 cases of POS data using Tableau and Excel

• Support an acquisition team in deal generation efforts by researching, identifying, and profiling potential acquisition candidates in multiple databases for private equity groups and other clients• Creating and revising client outgoing reports and lists of profiled companies