I graduated from UChicago, MS in Analytics Data Science. I am fully equiped with SQL(DDL, ETL), Python (Tensorflow, keras, SKlearn, pandas) and R Language. Machine Learning and Deep Learning are my interests. Now I work as a quant researcher in CITIC Future Comapny, focusing on stock alpha strategy and data engineering.
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Data ScientistTiktok Aug 2024 - PresentLos Angeles, California, UsTikTok For Your Page Data Science Team, Research Group, focusing on experiment methods research and development (e.g. SCM, BSTS, two-sides market experiment) and A/B tests management and governance. -
Quant ResearcherCitic Group Jan 2023 - Jul 2024CnFOF investment -
Asset Management Summer InternChina Merchants Bank Jul 2021 - Sep 2021Shenzhen, Guangdong, CnMulti-Asset Investment Department, mainly focus on equity and hedge fund (CTA, Alpha).1.Stock Index ETF and funds investment analysis2.Target Date Fund portfolio management3.Stock alpha quant strategies research -
Asset Management InternIcbc-Axa Life Insurance Co. Ltd. May 2021 - Jul 2021Portfolio management, including designing hedging plan and monitoring basis -
Fof Quant Analyst InternBosc Asset Management Aug 2020 - Apr 2021CnAsset Allocation DepartmentDeeply involved in preparation of 3 FOF(1 private securities and 2 public). 1. Developing a TAA model, including Macro, Valuation and Technical Factor models with Tinysoft plartform(Combining SQL, Python, C++) and risk budget model.2.Developing and backtesting CPPI rebalancing strategies. 3.Designing a portfolio optimization model based on Machine Learning4.Developing the Glide Path based on the Human Capital Theory to build up a Target Date Fund. 5. Researching and developing fund selection quantitative strategies based on risk factors and fund pools for different products(Absolute Value, Hedge fund and Target Date pension funds).6.Assisting investigation on funds and fund managers. -
Bond Trader InternGuotai Junan Securities Co., Ltd Jan 2020 - May 2020上海市, 静安区, Cn1.Implemented Black-Scholes, Binary Tree and Least Square Monte Carlo to price interest rate option and interest rate swaption (IRS) by VBA, completing 3 strategy reports on the long the basis of IRS 2.Completed 20+ credit debt risk analysis reports, including urban construction investment bond, ABS and financial leasing 3.Writing daily and weekly transaction reports, newly-launched bonds reports, high-yield bonds reports and monthly strategy slides -
Equity Research InternHaitong Securities Feb 2019 - Jul 2019Shanghai, CnNon-bank Industry Team1.Managed a team of 4 to completed 5 company analysis reports with totally 100+ pages, covering financial ratio analysis, DCF valuation and risk analysis2.Making daily, weekly and monthly market reports with Wind and Bloomberg, and participating in financial industry forums held by HaiTong , preparing pitchbooks3.Developed a VBA program to automatically conduct daily market report and built up an insurance industry database on Access to improve the working efficiency of data collecting and report writing -
Deloitte Club Member 2018Deloitte China Jun 2018 - Jun 2019Worldwide, Oo -
Finance And Securities Consulting Team Consultant InternTalkingdata 【北京腾云天下科技有限公司】 Jun 2018 - Aug 2018北京, 北京, Cn1.Analyzed 70 securities companies App online operation and created models to test the performance of the App Pushes by collecting and cleaning two-month data with Pivot and Tableau. Made suggestions about improving App Daily Active Users and Click Value Rate depends on the comparison between top and bottom companies 2. Led a research project on the global retailing bank network digital transformation. Researched on the selfservices system and digital reform of Wells Fargo in USA, HSBC, City Bank and NAB in Australia 3. Analyzed and compared the intelligent stock analysis tools of 70 Chinese securities companies. Made PPT Reports to conclude the differentiation strategy in APP online management.
Yifan G. Skills
Yifan G. Education Details
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University Of ChicagoAnalytics (Data Science) -
Shanghai UniversityEconomics -
East China University Of Political Science And LawLaw (Minor) -
University Of CambridgeSummer Institute -
University Of OxfordSummer Institute
Frequently Asked Questions about Yifan G.
What company does Yifan G. work for?
Yifan G. works for Tiktok
What is Yifan G.'s role at the current company?
Yifan G.'s current role is Data Scientist & Quant Researcher.
What schools did Yifan G. attend?
Yifan G. attended University Of Chicago, Shanghai University, East China University Of Political Science And Law, University Of Cambridge, University Of Oxford.
What skills is Yifan G. known for?
Yifan G. has skills like Python, 报告撰写, Stata, 彭博终端, 统计模型, C/c++, Accounting, 程序设计, Visual Basic For Applications, C++, 定量分析.
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