Played a pivotal role in significant projects at Redivivus including lifecycle analysis and market research: ▪Analyzed and evaluated total carbon emissions and lithium battery recycling streams from collated operational data, and collaborated closely with the Chief Technology Officer ▪Conducted comprehensive market research on battery recycling logistics and presented total carbon emission conclusions to Senior management, resulting in actionable business outputs from data-driven insights

As part of the Pinnacle University Program, I was tasked to do the following:▪Cleaned 4 raw datasets of government and academic data with 100,000+ observations ▪Utilized R and Python to develop a tuition pricing model consisting of a quasibinomial model for graduation rate, Sure Independence Screening for dimension reduction, and a linear model for starting salary▪Presented a demonstration of the pricing model, future works, and its insurance applications▪Recommended alternate source of tuition funding for STEM-related majors seeking employment in related fields

Conducted various projects on the following topics:Factors Influencing Life Expectancy ▪Performed a multiple regression analysis on 3000 observations to predict factors that influence life expectancy ▪Researched relationships between life expectancy and factors like immunizations, physical mortality & socioeconomic ▪Conducted a variable selection process and then cross-validation to find the best-fitted model▪Utilized R, Minitab, Excel, and PowerPoint to present the best life expectancy model in a 20-page technical report with data visualizationsTime Tracking Database Management ▪Created a fully implemented database schema via MySQL that accurately meets the data storage and reporting needs based on various projects and individual work against those projects for a small company▪Designed and populated a database with the data provided as part of the project▪Wrote and executed a set of queries to solve for the total cost of work and overtime hours, the amount of remaining budget to date, and the number of ongoing projects Portfolio Analysis ▪Analyzed Pfizer’s SWOT, competitive strategies, life cycle, US/Global economic influences, and position in the industry▪Performed a present value of cash flow analysis (PV of dividends-DDM, Free Cash Flow to Firm Model) on Pfizer and applied relative valuation techniques to provide buy, sell, and hold recommendations

▪ Respond to the needs of 38 students while ensuring residents comply with university conduct rules ▪ Counsel peers with personal, academic, and career concerns ▪ Create and implement educational, social, and recreational programs ▪ Serve on-call duty rotation and trained to respond to crises situations ▪ Assist with package processing and notification to residents as well as package pick up by residents

▪ Work closely with Admissions staff and provide support in multiple areas including data entry, completing assigned projects, meeting with prospective families, customer service, working events, and other administrative duties ▪ Perform translation duties from English into Mandarin, including written texts, website content, and articles ▪ Responsible for contacting an average of 50 prospective students and families via outgoing phone calls and email

▪ Assisted with the planning, implementation, and review of MSOE Summer Programs ▪ Worked with faculty to help summer participants understand STEM-related majors ▪ Managed a university residence hall floor for high school students

▪ Collaborated with a team of 17 on various projects for the Production and Quality Assurance department ▪ Analyzed large datasets using Excel to gain insights on new products for a multi-company client ▪ Ensured data complies with all governance standards, regulations, licenses, and agreements ▪ Conducted an audit of current equipment and identified gaps in inventory for the cost management department ▪ Translated Mandarin into English in written texts, company reports, audio files, and live-speaking presentations