Updated Resume Book - Columbia University

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COLUMBIA UNIVERSITY IN THE CITY OF NEW YORKDEPARTMENT OF ECONOMICSM.A. Fall 2020 Cohort Resume Book

December 2019Dear Employers,I take great pride in presenting to you our 2020 cohort. I am sure that you will find many topquality candidates among them.Columbia University established the Economics master’s program in 2015. For this program, wereceive hundreds of applications from highly qualified candidates, are only able to admit a smallfraction of the applicants. As a result, we have the privilege to work with outstanding studentswho excel in several different dimensions.We provide state-of-the-art education for our students, which can make a meaningful andsustainable difference in both their academic or professional lives.We would appreciate hearing from you about your personnel requirements. Please feel free tocontact me if you need detailed or specific information about our program or any of our students.Sincerely,Ceyhun ElginColumbia UniversityDirector of the Master’s Program in EconomicsEmail: ce2403@columbia.eduPhone: 212-854-5712

LUKASZ BARTOSZCZE736 Riverside Drive, 4E, New York, NY 10031 (929) 271-9189 lgb2127@columbia.eduProfessional SummaryEconomics student and data science enthusiast, dedicated to transforming rapidly evolving markets from within.Experienced in product development, leading teams and delivering results on tight budgets. Enthusiastic travelerpassionate about helping people, policymakers and businesses make informed decisions.SkillsLanguages: Polish (native speaker), English (fluent), German(working proficiency)Technical Skills:Advanced: Python, R, Stata, VBA, Matlab, BloombergIntermediate: Java, SQLActivities: Avid debater, English teacher in a homelessshelter, TEDx2SLO speakerInterests: Windsurfing instructor, published poet, thai boxingand judo enthusiastWork HistoryEconomics AnalystJul 2019 - Aug 2019House Of CommonsLondonP o ided g idance on ke B e i -related developments as a for the MPs through daily analysis of economics topicsRe pon ible fo a i ing he Shado Mini e of Spo , D . Ro ena Allin-Khan in her parliamentary dutiesResearch AssistantSep 2017 - Jun 2019University Of WarwickCoventryRep e en ed he ni e i a the British Conference of Undergraduate Research and World Congress ofUndergraduate Research, presenting research on dynamic programming application in the context of nonstationaryprice trends of cryptocurrencies, proposing more efficient asset bubble tests based on state-space modelsRe pon ible fo he organization of ICUR 2019 conference as one of the Student Directors, directing a team of 46Assisted two professors over a 6-month period, helping with data analysis, programming and theoretical foundationsInvestment Banking Summer AnalystJul 2018 - Sep 2018Bank Of America Merrill LynchLondonA i ed he E i Capi al Ma ke eam on a ide ange of li e deal co e ing he en i e of he EMEA egionDe igned and de eloped ne ol ion o a oma e Ma ke Upda e gene a ion process via VBA and Python analysisof previous deals, significantly reducing the time needed to complete daily tasks in the teamCoope a ed clo eli h DCM and Real E a e eam o op imize sources of funding for M&A transactionsPolicy AnalystJun 2015 - Jul 2015NowoczesnaWarsawAnal zed 4,000 voters' database for the program advisory board identifying key trends in terms of economic policyand foreign relations as a part of election's preparation, in which the party took 7.60% of the national voteRealized PR strategies through cooperation with TVN, Polish National Television and PolsatEducationMaster of Arts in EconomicsExpected in Dec 2020Columbia UnversityRecipien of he Dean' Schola hipKe Mod le : Da a Mining, Econome ic , Ma h Me hod , Machine LearningDataFest keynote speaker and Executive Member at the Statistics Club, founder of Columbia Thai BoxingBachelor of Science in EconomicsUniversity of WarwickFinal Result: High 1st Ranked in top 3% of the course studentsDi e a ion Topic: Sec la i a ion, economic in ec i and p blic polic : Can aNew YorkJun 2019Coventryong go e nmenb ie eligion?

Shivayan Bhattacharjee 9143438363 New York, USA 10027 Email: shivayanb@gmail.com UCATIONCOLUMBIA UNIVERSITYNew York City, NYMaster of Arts in EconomicsAug 2019 - Dec 2020Coursework: Macroeconomics, Microeconomics, Econometrics, Economic Policy and International TradeSTEM OPT EligibleSRI VENKATESWARA COLLEGE, UNIVERSITY OF DELHI,Bachelor of Science (Honors) in Mathematics (WES ICAP GPA: 3.88/4.0)Coursework: Advanced Calculus, Algebra, Statistics, Probability, Modelling and Analysis.Delhi, IndiaJuly 2016 - June 2019EXPERIENCEDEPARTMENT OF ECONOMICS, COLUMBIA UNIVERSITYTeaching Assistant- Introduction to Econometrics Teaching Assistant to Professor Seyhan Erden in Introduction to Econometrics-S3412. Responsible for recitations, office hours and grading.New York City, NYMay 2020 - July 2020SCHOOL OF INTERNATIONAL AND PUBLIC AFFAIRS, COLUMBIA UNIVERSITYNew York City, NYTutor- Macroeconometrics PEPM U6640Feb 2020 - May 2020 Tutor of Macroeconometrics to graduate students of Master in Public Administration in Economic Policy Management Responsible for teaching modules in Macroeconometrics- Modeling Uni-variate Time Series, Auto-regressive IntegratedMoving Average Models, Modeling Volatility, Vector Auto-regression Models, Vector ARMA Models and other related modules.MASTER OF ARTS IN ECONOMICS STUDENT ASSOCIATIONCo-Chair PhD. and Research Committee Complement program and the faculty in their support for PhD applicants. Exchange information on PhD and Research assistant positions from alumni and current PhD students.CHILD RIGHTS AND YOUIntern Coordinated road show and awareness movement. Mobilized resources for alleviation of child malnutrition ,education and shelter.New York City, NYNov 2019 - PresentDelhi, IndiaJun 2018 - July 2018RESEARCH IN PROGRESSEffect of Quantitative Easing 2020 through Bank Lending Channel. Advisor: Professor Andrek Drenik at Columbia UniversityADDITIONAL COURSESPRICING STRATEGY SPECIALIZATION Four courses offered by Boston Consulting Group and University of Virginia on Pricing strategy. Taught pricing strategy through three perspectives —cost and economics, customer value, and competition.August 2020ADVANCED VALUATION AND STRATEGY - MA, PRIVATE EQUITY, AND VENTURE CAPITAL Course offered by Erasmus University, Rotterdam. Taught NPV, DCF, Real options, and Game theory.August 2020FINANCIAL MARKETS Course offered by Professor Robert Shiller, Yale University. Taught Finance, Behavioral Finance, Financial Markets and Behavioral Economics.August 2020SKILLS Programming Languages: Python, SAS, Netezza, Matlab(Machine Learning), STATA, Tableau, Wolfram Mathematica & Excel Language: English, Hindi and BengaliLEADERSHIP AND HONORS International Youth Math Challenge Finalist. Certificate of excellence from National School of Drama, India. Directed and acted in theatre. Student Student Union Prefect International Master Math Olympiad Rank holder.20182014Jul 2014 - May 20162012

email ankit.bhutani@columbia.edu, Phone: ( 1)-980-225-4810LinkedIn - 39aANKIT BHUTANIDegree / CertificateMA, EconomicsPost Baccalaureate ProgramB Tech - M Tech Dual Degree,Electrical EngineeringDurationAug Dec17 Jan 18 AugInstitute/ SchoolColumbia University, New York, NYColumbia University, New York, NY09 Jul 14 JulIIT Kanpur, IndiaCPI / Percentage--/-4.0/4.08.0/10Summary of Skillso 5 years of industrial experience in financial services industry, risk management and data scienceo Proficient in multiple programming languages including python, java, C and SASo Experienced in the use of database technologies like SQL, Teradata, HadoopWork ExperienceAmerican ExpressSenior Manager, Risk Management (Machine Learning and Line Modelling Team)Oct'17 Julo Developed a mechanism for adapting credit line strategy based on expected changes in the business cycleo Supervised the automation of deployment for line models reducing the modelling cycle time by more than 50%Manager, Risk Management (Machine Learning and Line Modelling Team)No 16 Sepo Conceptualized & developed an automated tool for estimating minimum random sample requirementso Developed machine learning based credit line models providing 40 MM incremental PTI across multiple marketsData Scientist (Commercial Data Science Team)Dec'15 Oct 6o Developed a data science solution for identifying business like transactions in consumer base with 95% accuracyo Devised data science solutions for cross-sell campaigns generating incremental PTI of 1.7 MMFuzzy Logix LLCPlatform Lead, HadoopJun'15 Nov'15o Led the company's R&D operations on Hadoop platform working directly with the firm's CTOo Managed a team of 7 data scientists to produce company's first ever analytics suite on the platformData ScientistJul'14 May 5o Developed high-performance data mining solutions for big data analysis and financial applicationso Created highly optimized use cases for statistical methods like Multivariate Adaptive Regression Splineso Integrated Alteryx, a GUI based charting tool, with Teradata leading to a 27% increase in license salesAchievements & AccoladesWinner of President s Award given to topemployees at American ExpressRecipient of Chairman s Award given to topemployees in Risk Management, American ExpressSelected as member, Machine Learning Excellence Group, Decision Science, American ExpressDecision Science Innovation Award, American ExpressGymkhana Blues for exemplary leadership in student affairs, IIT KanpurAll India Rank 302 among 0.38 MM students in IIT-JEEAprJan 18Sep‘18Feb 17Apr 14May 09Academic ProjectsAlternate Layer Sparsity and Intermediate Fine-tuning for Deep Auto-encoders (Graduate Thesis)o Proposed 2 new strategies to improve estimation of intrinsic dimensionality through deep learningo Achieved 3.4% increase over existing methods in reconstruction accuracy on image datasets of 2D robotic armsMusic Genre Classification Using Genetic Algorithms Induced Minimal Feature-Seto Devised a Genetic Algorithms based feature-selection method for minimal subset for music genre classificationo Showed efficacy of the method with multiple classification algorithms like KNN and Support Vector Machineso Demonstrated 18% reduction in feature space dimension with only 3% drop in accuracyo Authored an IEEE paper based on this work - http://ieeexplore.ieee.org/document/6132994/Active Learning for Text Classificationo Designed an intelligent system for automatically labelling text documents in multiple genreso Employed Multinomial Naive Bayes classifier in Active Learning framework using query by committeeo Achieved accuracy up to 97% using only 100 labelling queries and 10,000 unlabelled documents

XIAOTIAN CAO917 678 8276 xc2517@columbia.edu 205 west 109th street New York, NY, 10025EDUCATIONCbaU e, G ad a e Schf A a d Sc e ceNew York, NYMas er of Ar s in EconomicsExpected 01/2021NagU e(NJU), SchfF eg S deNanjing, ChinaBachelor of Ar s, English & Economics07/2019GPA: 4.50/5.00, Economics 4.40/5.00Honors & Rewards: Excellent Student Cadre; The People s Scholarship for top 10% students in academic performanceEXPERIENCEHuaTai Securities Co., LtdInvestment Intern, Medical & Health GroupNanjing, China06/2019-08/2019Conducted compan valuation anal sis and constructed DCF, P/E and P/S model for a 150-million investment of a start-upmedical firm, including detailed projection of future revenues and costs, with an annual return of 15.2% from IPO.Coordinated business due diligence with investment targets, researched their industr sectors and peer companies, evaluatedmarket si e, corporate market share, technical barriers and business strategies and wrote a 50-page investment report.Established a dataset about all companies on the Sci-Tech innovation board b obtaining data from a financial data base andusing Excel to update the form.De ee Re ea ch Ce e f he S a e CcBeijing, ChinaResearch In ern08/2018-09/2018Anal ed the trends of the China Coal Price since economic reform in 2015, identified the influence of domestic and foreignfactors using Stata and the time-series model and forecasted a fluctuating decline in 2019.Evaluated Chinese business environment in the last ten ears, adjusted the index s stem from World Bank with domesticstatistics and completed a comparison with OECD countries, confirming the slowdown of Chinese econom .Accee (Sha gha )Shanghai, ChinaIn ern, B siness Process O so rcing (BPO) Depar men01/2018-03/2018Monitored several contract deliveries monthl , compiled monthl costs and revenues with pivot table and compared themwith estimates to identif extra costs, which increased profit b 10%.Forecasted profit margin of contracts, establishing forecasting table of monthl revenues and costs with Excel to advise msupervisor of profitable targets.RESEARCH PROJECTSAgricultural Economics Research Group, School of Business, Nanjing University01/2019-04/2019Collected data on agricultural development in 15 cities in the region of Yangtze River Delta from local statistical yearbook,compiled data into Excel forms and conducted data wash to ensure integration of the dataset.Analyzed the development of agriculture with STATA, used panel data model to separate regional and industrial variation andwrote 300-page reports to illustrate agricultural recession in the region.R&D Service and University Technology Transfer12/2018Analyzed the influence of the distribution of R&D funds on the efficiency of university technology transfer by collectingdata from annual education report and conducting data wash, employed stochastic frontier production function with paneldata and suggested an increasing focus on research-to-industry transfer.LEADERSHIPS deU, Schf F e g S d e , NagU eNanjing, ChinaVice Direc or of Ne Media Cen er06/2016-06/2017Coordinated a group of ten members of the New Media Center of the School of Foreign Languages, and formulated morethan 300 WeChat releases, with a cumulative reading of more than 30,000 times.SKILLSF a c a S f a e Pac age: STATA, Wind, MS Word, ExcelLa g age : English (Proficient), Mandarin (Native)I e e : Basketball, Photograph , Hair-dressing

AKRITI DUREJA309 West 107th Street, New York, NY 10025 akriti.dureja@columbia.edu (475) 988-6404EDUCATIONColumbia University, Graduate School of Arts and Sciences, New York, NYExpected Dec. 2020Master of Arts in EconomicsCoursework (till now): Econometrics, Macroeconomics Analysis, Math Methods for Economics, Microeconomics AnalysisShri Ram College of Commerce, University of Delhi, New Delhi, India2016-2019Bachelor of Arts in EconomicsCGPA: 9.122/10 Departmental Percentile: 95%Coursework: Calculus, Development Economics, Differential Equations, Econometrics (Introductory and Applied), FinancialEconomics, Linear Algebra, Macroeconomics (Introductory and Intermediate), Microeconomics (Introductory and Intermediate), RealAnalysis, Statistical Methods for EconomicRESEARCH PAPERSForeign Direct Investment is a Catalyst for Economic Growth and Productivity of Economic GrowthSept. 2018 – Nov. 2018 Provided a comprehensive overview of the Foreign Direct Investment (FDI) in India Built the regression models based on the Solow model and Endogenous growth models Employed a vast time series data to conduct Granger Causality Test and Ordinary Least Square Regression Presented the paper at 15th South Asian Economics Students’ Meet hosted by University of Colombo, Colombo, Sri Lanka incollaboration with the World BankGender Inequality Disrupts Economic GrowthJune 2018- July 2018 Scrutinised the direct and indirect impact of gender imbalance in education on economic growth of the Indian economy anddetermined to what extent a reduction in the inequality would cause an increase in GDP using . Presented the paper at International Conference on ‘Empowering Women: Fostering Entrepreneurship, Innovation andSustainability’ organised by Niti Ayog and Shri Ram College of Commerce Link: df (Page number: 59,87 and 135)Structural Breaks in The Indian Agriculture: A Painful JourneyDec. 2017 - May 2018 Examined the relationship between the growth of the agriculture sector and GDP of the Indian economy Analysed various structural breaks in the agriculture sector using Chow Test and its impact on the sector Worked under the mentorship of Prof. Aasheerwad Dwivedi, Assistant Professor of Shri Ram College of Commerce Paper has been published at Strides - A Students’ Journal of Shri Ram College of Commerce, Volume 2, Issue 2 Link: 2I2.pdfPROFESSIONAL EXPERIENCEAmoli TrustA Non-Profit Organization, Delhi, IndiaCo-founder and Research and Development HeadApril 2018 - Present Established Amoli Trust to make the precious yet vulnerable children aware of the bitter reality of Child Sexual Abuse Created awareness through a medium of short stories, posters, games and slogan shouting by conducting sessions in variousschools Taught children about the value and feel of good and bad touch and the right they have on their own body and on their emotionsand imparted knowledge about the ways to deal with the unprecedented situation Leading a team of 30 volunteers to brainstorm, research and design new ways to create consciousness among childrenCentre for Socio-Economic and Political ResearchNew Delhi, IndiaResearch InternJuly 2019; June 2018 - July 2018 Applied theoretical concepts to real-life situations and assessed various data sets and policies of the government of India Prepared articles on various issues such as demonetisation, food inflation, flaws under the regime of the Modi Government, etc. Designed a report regarding the pros and cons of the budget presented by the Finance Minister, Nirmala Sitharaman and aspeech for Mr. Francisco Sardinha, former Chief Minister of Goa regarding the scenario of agriculture and allied sector in Indiaand a proposal for a conference - ‘The economics of renewable energy’India Infoline Housing Finance Ltd.New Delhi, IndiaCredit Underwriter InternJune 2017 - July 2017 Drafted assessment reports such as repayment track record (RTR), banking statements, credit approval memorandum (CAM)etc. Analysed borrower’s credit-worthinessCONFERENCES Selected for Budding Economist Event at 15th SAESM and was among the top 6Delegate at the Harvard Us-India Initiative Conference, 2018LEADERSHIP & ACTIVITIESFounder and President, Kalakshetra - A Classical Dance Society, Shri Ram College of CommerceMedia President, Delhi University Students’ UnionCultural President, Delhi University Student’s UnionTECHNICAL SKILLSStatistical Software: Stata, EViews, RMS Office: Excel, Word, PowerPoint, Access2017-20182017-20182016-2017

Changhao HePhone: (929) 386-8032EDUCATIONEmail: ch3489@columbia.eduColumbia University in the City of New York M.A. in Economics12/2020China Agricultural University & University of Colorado, Denver B.A. Major in Economics and Minor inMath & Communication & International StudiesGPA: 4.0 06/2019TECHNICAL SKILLSComputer Skills: Stata, Matlab (Octave), PythonINTERNSHIP EXPERIENCEICBC Financial Asset Investment Co., Ltd. Intern, Investment Department08/2018Studied valuation and debt-to-equity swap policy, dealt with data arrangement and form filling, and attendedmeetings to discuss valuation system. Conducted thoroughly investigation on the largest four listed enterprisesin gold industry from the perspective of financial analysis, valuation study and industry prospect. Engaged inthe industry and client research based on policy and index change, including GDP share, growth rate, netvalue and asset-liability ratio, investigated and predicted potential customers and industry for debt-to-equityswap and studied possible impact Sino-US trade war brings to the development of Chinese companiesLianxun Securities Intern, Investment Management Division07/2018Conducted price volume analysis of stocks within day trading, roughly grasped the idea of Alpha factor andtried to find it for profit prediction utilizing Octave, an open access version of Matlab. Studied and analyzed101 factors put forward in the World Quant papers and tried to compose factor formula on my own in order tooffer preliminary understanding about the 191 factors proposed by Guotaijunan SecuritiesRESEARCHES & PAPERIndependent StudyAdvisor: Prof. Enoch Cheng 10-12/2018Collected data of the pickups or drop offs of Taxi and Uber in the same time slot in different places and in thesame place in different time slots. Utilized Postgre SQL and Python to conduct an in-depth analysis for therelevance between trip data and behavior of customers and explored the potential reasons for the distinctions.A Literature Review on Family Migration: From the Traditional Model to a Symmetrical GenderPower Balance06/2017SWOT Analysis of ICB11/2016Cooperated with other 3 students to design a 3-5 year goal for ICB program by utilizing SWOT analysismethod to gain a thorough knowledge of ICB program and studying and matching ICB and its externalenvironments to put forward hierarchy plansMarketing Plan Project12/2016Participated in the survey and analysis of a sushi restaurant near China Agricultural University by utilizingMarket Mix 4P theory to probe the necessity of a sushi restaurant and figured out feasible advertisement videofor restaurant publicityEXTRACURRICULUM ACTIVITIESStudent Union of International College Beijing, China Agricultural UniversityOfficer, Sports Department09/2015-07/2016Assisted to organize sports meet and took part in various kinds of sports events. Acted as a referee forfreshman basketball match, prepared freshman fraternity and took charge of sports test.HONORSFirst Prize, Learning Excellence Award, China Agricultural University11/2017 & 2018Outstanding Student Award, China Agricultural University2017 & 2018First Level Scholarship, University of Colorado, Denver2017 & 2018Academic Athlete, University of Colorado, Denver2017 & 2018Second Prize, Learning Excellence Award, China Agricultural University11/2016ADDITIONAL INFORMATIONCitizenship: ChinaLanguage Ability: English, ChineseHobbies: the game of Go (Weiqi), soccer, Taekwondo

JOHN HOLTZE34 W 69th St Apt. #2F New York, NY 10023 (203) · 507 · 6249 holtzejack@gmail.comEDUCATIONColumbia University, Graduate School of Arts and SciencesMaster of Arts in Economics; GRE Score: 162 Verbal, 166 Quantitative, 5 WritingExp. Dec 2020Georgetown University, Georgetown CollegeBachelor of Arts in Political Economy and Mathematics; Magna Cum LaudeMay 2016 George F. Baker Scholar: Awarded to 10 rising juniors out of 870-person Georgetown College class for academicexcellence, leadership, and strong interest in business / community service Honors Political Economy Thesis: Examined the effect of variance in the long-term capital gains tax rate relative to theordinary tax rate on income inequality through several time fixed effects models tabulated in Stata Activities: Director of a cappella group, Captain of ’15 parent & family orientation, Tutor for adjudicated youthThe American School in LondonSalutatorian; SAT Score: 2330 (780 Reading, 800 Math, 750 Writing)June 2012EXPERIENCEEY Quantitative and Economic Statistics Group, Senior Intern, Washington, DCExp. June 2020 - July 2020PwC, Advisory Associate, New York, NYAug. 2016 - Mar. 2019 Delivered core solution component without defects after adoption of responsibilities (business requirements to QA) fromthird-party contractor and management of three client-side developer resources Identified opportunity, generated materials, and delivered process to streamline existing test case profiling and executionat a Fortune 500 company, reducing effort by 60% while increasing overall testing coverage Led over 30 interviews with a Fortune 500 annuity operations department to understand current state, identify processinefficiencies, and acquire subject matter expertise for communicating future state technical requirements Drove life insurance & annuity market analysis through data modeling to support the delivery of an internal go-to-marketstrategy and prospective, prioritized client list for a partner / director summitOverseas Private Investment Corp., Analyst, Washington, DCMay 2015 - Aug. 2015 Co-wrote three credit papers for loans to projects located in developing markets that range from 6 mm to 50 mm in theeducation, mortgage insurance and mortgage industries Performed sensitivity analyses on several models in the education sector in Ghana, tracking the impacts of changes inexchange rates, foreign currency depreciation, enrollment projections and donation revenues Responded to inquiries on OPIC’s eligibility criteria for loans to projects sponsored by American SMEsStudents of Georgetown, Inc., Director of Point of Sale, Washington, DCSept. 2013 - May 2016 Managed product point of sale info for a branch at the largest student-run non-profit (annual rev: 4.5 mm) Standardized and maximized daily purchase orders by leveraging count data analysis, bootstrapping techniques, and timeseries data analysis in R on point of sale data, thus reducing spoilage by 35% and increasing sales 20% Collaborated directly with DC storefronts to create standing orders for three new sandwich and salad vendorsTowerbrook Capital Partners, Analyst, London, England Compiled financials of Towerbrook’s 8 bn portfolio for its upcoming presentation to investorsForum Partners Investment Management, LLC, Analyst, London, EnglandMay 2013 - July 2013May 2012 - June 2012 Presented research on the real estate market in the Middle East to founder/CEO for possible firm expansionSKILLS & INTERESTSFunctional SkillsCitizenship & LanguagesInterestsFamiliarity with STATA, R, Python, MATLAB, LaTex, MS Suite incl. MPPUS Citizen, UK Permanent Residence Visa; Proficiency in SpanishMusic (guitar, voice, saxophone), crosswords, water skiing, Arsenal & Minnesota sports

Yuxiang Houth515W 111 St, New York, NY, 10025 757-880-7618 yh3191@columbia.eduEDUCATIONAL EXPERIENCEColumbia University in the City of New YorkNew York, NYMA in EconomicsDec 2020 Relevant Coursework: Financial Economics, Econometrics, Analysis and Optimization, Advanced Macroeconomics, Models ofEconomics and Finance Cumulative GPA: 4.00 / 4.00The College of William and MaryBA (Honors) in International RelationsBA in Economics Cumulative GPA: 3.74 / 4.00Economics Major GPA: 3.94 / 4.00 Honors: Dean’s List for six semesters, Student Research Grant from the Vice Provost FundingWilliamsburg, VAMay 2019SKILLSQuantitative Skills: R, Python, Stata, MATLAB, SPSS, SAS, Bloomberg Terminal, ArcGISMicrosoft Office Suites: Excel, Word, PowerPointREVELANT RESEARCH / PRESENTATIONFactor Investing in the Chinese A-share Market Based on a Multi-factor Model (2020): surveyed a dozen of factors’ riskexposure in the Chinese A-share market and back-tested the performance of a long/short portfolio based on abnormal turnover rate,illiquidity ratio and momentum, which generates significant alpha across the past decadeTrump Risk---an Example of Political Uncertainty and its Impact upon Financial Market (2020): analyzed how DonaldTrump’s tweets on geopolitical events affect global equity and commodity prices in the past three years, with implications on eventdriven trading strategy (Presented at the 36th Annual Economic Policy Conference)An Econometric Analysis of China’s Oil Consumption (2019): explored the impact of GDP, trade balance and share ofindustry on China’s oil demand based on multiple regression model and conducted forecast with ARIMA model (Presented at the 7thAmerican Academic Research on Global Business, Economics, Finance & Management Sciences)PROFESSIONAL EXPERIENCEProgram for Economic Research (Columbia)New York, NYSummer Research FellowMay 2020---Aug 2020 Constructed a large panel database containing national stock index of over 60 countries and estimated the quantitative impact ofCOVID-19 upon global equity return based on Dynamic Fixed Effects and Pooled Mean Group estimation Modelled the volatility of Euro/USD and Yen/USD during the pandemic based on GARCH / E-GARCH models and conducteddynamic forecast through time-series simulationLyons Mortgage Services, IncAstoria, NYInternMay 2019---Jun 2019 Studied the pricing of mortgage loans and valuation of mortgage-backed securities in the secondary mortgage market Analyzed economic data regularly and track global macroeconomic trends to assist the VP in the setting of mortgage rates Participated in the risk management with the underwriting department in issuing residential and commercial loansAidData (W&M Research Lab)Williamsburg, VAResearcherNov 2017---Apr 2018 Collected and sorted thousands of data points on China’s foreign aid by tracking financial flows in news and govt docs Contributed to the construction and publication of foreign aid datasets which have been cited by BBC and CNN to improve thetransparency of international economic aidsChina Minsheng BankNanjing, ChinaInternJun 2017---Aug 2017 Conducted market research and financial analyses on the Chinese bio-technology industry to inform investment decisions Identified downward macroeconomic pressure and monitored portfolio risk based on value of risk (VaR) Introduced the latest financial derivatives and advocated personal foreign exchange trading to clients

Canyu HuangColumbia University, New York, NY 10025 4703349748 ch3479@columbia.eduEDUCATIONColumbia UniversityNew York City, USAMaster of EconomicsAug. 2019- presentEmory UniversityEconomics joint MathGeorgia, USAGPA: 3.95Aug. 2017- Jun. 2019Mount Holyoke CollegeMassachusetts, USAGPA: 3.785Sept. 2016-May 2017PUBLICATION“US Stock Market Efficiency: EMH or AMH?”January 2019 Invited to present the paper at the Fourth International Academic Conference on Financial Innovation and Econom

Platform Lead, Hadoop Jun'15 t Nov'15 o Led the company's R&D operations on Hadoop platform working directly with the firm's CTO o Managed a team of 7 data scientists to produce company's first ever analyti

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