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Student Resume Book Class of 2018 STUDENT RESUME BOOK [email protected] CLASS OF 2018 PROFILE 44% WOMEN 41 CLASS SIZE INTERNSHIP PLACEMENTS 1.5 A.T. KEARNEY ABC SUPPLY AVERAGE YEARS PRIOR AIRBNB WORK EXPERIENCE APPLE, INC BALYASNY ASSET MANAGEMENT BUZZFEED CME GROUP PRIOR DEGREE ENOVA CONCENTRATIONS EXPEDIA FORD MOTOR COMPANY SOCIAL BUSINESS & GODADDY SCIENCES 1.16% HCSC FINANCE 11.24% KPMG OTHER 2.33% LAZARD ECONOMICS 25.19% LINKEDIN MICROSOFT MOLEX, INC STEM 69.38% NASA NORDSTROM, INC ON POINT TECHNOLOGY OPEX ANALYTICS PROCTOR & GAMBLE CO SCHNEIDER COMPUTER SCIENCE 4.65% SOCIAL FINANCE TRANSUNION, LLC SCIENCE 5.81% TRELLO UNIVERSITY OF CHICAGO ENGINEERING 22.09% ZURICH AMERICAN INSURANCE CO MATHEMATICS & STATISTICS 36.82% Class of 2018 PATRICK CHANG JAMIE CHEN JERRY CHEN JOHNNY CHIU LUCA COLOMBO GRACE CUI ANISHA DUBHASHI JILL FAN MATT GALLAGHER MICHAEL GAO LAUREN GARDINER JOE GILBERT SARAH GREENWOOD VARUN GUPTA VERONICA HSIEH WENZE HU RISHABH JOSHI BROOKE KENNEDY ARVIND KOUL TUCKER LEWIS WEI LI EMMA LI ZILI LI JUNXIONG LIU Class of 2018 YUQING LIU DANIEL LÜTOLF-CARROLL SPENCER MOON ERIC PAN MICHAEL PAULEEN CHRIS ROZOLIS WILL SONG CHRISTA SPIETH PENNY SUN PHYLLIS SUN SAURABH TRIPATHI VINCENT WANG LOGAN WILSON HAO XIAO WENJING YANG TONG YIN ETHEL ZHANG PATRICK CHANG Product Manager by Trade Data Scientist in Training 510.710.7317 | [email protected] EDUCATION Northwestern University The Master of Science in Analytics is a cross-disciplinary master’s degree with an Master of Science in Analytics applied curriculum exploring data science, machine learning, and business informatics. Sep 2017 – Dec 2018 Developed profiling clusters and predictive pricing model for the Chicago Parks Honors: Graduate Fellowship District Day Camp which accounts for 33% of the Parks District’s revenue. GPA: 3.83 Topics: Unsupervised Learning, Predictive Analytics, Text Analytics, Deep Learning, Big Data, Optimization, Healthcare Analytics, Data Mining, GIS for Public Health, Databases Columbia University Major: Industrial Engineering - Minor: Sociology - Dean’s List Honors Bachelor of Science Activities: Engineering Class Council, Asian American Alliance Exec Board Aug 2007 – May 2011 Conducted research in both Political Science and Public Health. Credited in: • "Costly Jobs: Trade-related Layoffs, Government Compensation, and Voting in U.S. Elections", Yotam Margalit, American Political Science Review. • “Systems biology of human benzene exposure”, Luoping Zhang, Chem Biol Interact. WORK EXPERIENCE Urban Labs (UChicago) Data Research Intern – Poverty Lab Chicago Developing scope and building model predicting families at risk of first time Jun 2018 – Present homelessness so that LA County can optimize distribution of homelessness prevention services. For another project, crafting an interactive dashboard displaying the results of a model predicting the likelihood of college freshman to drop out before graduation. Nielsen Senior Product Manager – Nielsen Marketing Cloud San Francisco & New York Managed the growth and activation of Nielsen datasets for use in programmatic Jul 2012 – Sep 2017 environments, including: Television Viewership and Credit Card Spend. harvard princeton yale brown MIT cal tech ivy executive president IT • Grew product revenue 200% YOY to $40MM in 2014 and continued growth information technology epidemiology urban planning informatic informatics financial synergy synergize manager vice director budget 150% YOY through 2015; brokered partnerships with 30 new platforms. management innovation chicago legal lawyer law disease laboratory • Oversaw team composed of two data scientists and three offshore analysts. resident healthy hospital doctor nurse compliance report external partner liability insurance privacy behavior society statistical prevention • Led the activation of Nielsen datasets on mobile advertising platforms; at global biostatistics services organization six sigma pmi project institute launch, Mobile Precision Marketing was the first mobile ad targeting solution pmp capm pmi agile certified practioner loyola depaul uic certification biotechnology pharmaceutical biotech drugs block chain blockchain lab utilizing television viewership data. big data spark hadoop artifical intelligence machine watson ai aws amazon web developer outsource offshore india carnegie mellon harvey Emerging Leaders Associate mudd internet of things quantum dark serverless server archituecture Member of the Nielsen Emerging Leaders Program, Class of 2012. The Emerging city dashboard viz google apple facebook salesforce microsoft cisco Leaders Program is an 18-month management accelerator program, which provides qualcomm ibm dell social good entrepreneurship entrepreneuer microloan kiva mba phd communications virtual on demand networks knowledge and experience through exposure to a diversity of projects over four protocols risk enterprise software retrieval warehouse warehousing officer government gov tech govtech nih cdc atlanta dc d.c. washington business units. CS Technology Associate Consultant New York Oversaw multi-million dollar infrastructure technology projects including the JP Morgan Jun 2011 – May 2012 Chase company wide data center refresh and Thomson Reuters global operating system upgrade. Created an internal resource forecasting and allocation tool. SKILLS ACTIVITIES R Python SQL GIS Spark Java UChicago Civic Scopathon – Organizing Committee Onboarding non-profit partners for solution building event. Hadoop Tableau STATA SAS HTML5 Techsoup – Volunteer Consultant Advised on projects including Techsoup’s free phone rollout. Conversational Mandarin Eagle Scout Bay Area Rescue Mission – Volunteer Coordinated volunteer and resource allocation of tech and Drums Photography Climbing Cooking food services for the shelter. Jamie Chen 805.405.3924 I [email protected] I linkedin.com/in/jamie-chen github.com/jchen0529 I public.tableau.com/profile/jamie EDUCATION Northwestern University, McCormick School of Engineering Evanston, IL Master of Science in Analytics, Merit-based Fellowship Expected Dec 2018 Courses: Predictive Analytics, Database & Information Retrieval, Data Mining, Deep Learning, Optimization College of William and Mary Williamsburg, VA Bachelor of Science in Mathematics, Marketing Double Major, Magna Cum Laude May 2014 PROFESSIONAL EXPERIENCE Microsoft Corporation Redmond, WA Data Scientist Intern June 2018 – Aug 2018 • Defined the objectives of improving bot traffic detection for Microsoft News to protect revenue and improve user experience. Built complex data pipelines to query, join, and preprocess daily clickstream data (>1B records) for analyzing bot traffic, performed exploratory data analysis on anomalous bot users’ behaviors • Trained predictive models to classify bots, designed and tested bot detection rules that can be applied at the hourly level, improved warm path analytics and resulted in daily data storage saving on over 3.7M page views Ernst & Young, Quantitative Economics and Statistics (QUEST) Washington, D.C. Senior Analyst July 2016 – July 2017 • Led a team of four to publish the 2016 US Investment Monitor Study that analyzed investment trends by industry • Quantified companies’ economic impact as a result of planned investments. Final reports helped multiple companies qualify for state tax incentives and aided their communication with stakeholders • Led marketing initiatives with cross-functional teams to expand service offerings and won two projects Analyst Aug 2014 – June 2016 • Designed stratified statistical samples in SAS to estimate companies’ tax deductions and provide litigation support • Launched 25+ web surveys, analyzed survey responses and created dynamic Tableau visualization dashboards Harman International Industries, AHA Radio Palo Alto, CA Strategic Planning Intern June – Aug 2013 • Forecasted 3G mobile user growth in the target market and influenced management’s decision to enter market TECHNICAL SKILLS & PUBLICATIONS Skills: Python • PySpark • R • SQL • Java • Hadoop • Hive • C# • SAS • Tableau • SPSS • Microsoft Office (advanced) Publications: Ernst & Young, Quantitative Economics and Statistics (QUEST) • Viewpoints on paid family and medical leave Mar 2017 • 2016 US Investment Monitor Study – EY Aug 2016 • Impact of the Orphan Drug Tax Credit on treatments for rare diseases June 2015 PROJECT WORK & INTERESTS Chicago Botanic Garden, IBM Analytics Jan 2018 – May 2018 • Identified data scope and joined multiple datasets together to extract insights on CBG members. Created new segments and behavioral profiles for 48k members using unsupervised learning methods (K-Means, PCA, and Gaussian mixture models), recommended strategies for increasing donation based on member segments Shopify, Industry Practicum Project Oct 2017 – May 2018 • Analyzed clickstream data by developing classification and clustering models to understand malicious bot traffic Compass Pro Bono Consulting, Compass DC Oct 2016 – May 2017 • Developed a 3-year strategic plan for a non-profit in Virginia to increase annual philanthropy event participation Interests: Swim, kickboxing, marathons, travel, karaoke, tango, hiking, music and food exploration Zheyuan (Jerry) Chen [email protected] · (347) 604-0819 Education Northwestern University – Evanston, IL December 2018 (Expected) Master of Science in Analytics GPA: 3.98/4.0 Columbia University – New York, NY August 2011 Ph.D. in Chemical Physics University of Science and Technology of China (USTC) – Hefei, China July 2006 B.S. in Chemical Physics ,
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