Yifan G.

Yifan G. Email and Phone Number

Data Scientist & Quant Researcher @ TikTok
Yifan G.'s Location
Chicago, Illinois, United States, United States
About Yifan G.

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.

Yifan G.'s Current Company Details
TikTok

Tiktok

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Data Scientist & Quant Researcher
Yifan G. Work Experience Details
  • Tiktok
    Data Scientist
    Tiktok Aug 2024 - Present
    Los Angeles, California, Us
    TikTok 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.
  • Citic Group
    Quant Researcher
    Citic Group Jan 2023 - Jul 2024
    Cn
    FOF investment
  • China Merchants Bank
    Asset Management Summer Intern
    China Merchants Bank Jul 2021 - Sep 2021
    Shenzhen, Guangdong, Cn
    Multi-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
  • Icbc-Axa Life Insurance Co. Ltd.
    Asset Management Intern
    Icbc-Axa Life Insurance Co. Ltd. May 2021 - Jul 2021
    Portfolio management, including designing hedging plan and monitoring basis
  • Bosc Asset Management
    Fof Quant Analyst Intern
    Bosc Asset Management Aug 2020 - Apr 2021
    Cn
    Asset 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.
  • Guotai Junan Securities Co., Ltd
    Bond Trader Intern
    Guotai Junan Securities Co., Ltd Jan 2020 - May 2020
    上海市, 静安区, Cn
    1.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
  • Haitong Securities
    Equity Research Intern
    Haitong Securities Feb 2019 - Jul 2019
    Shanghai, Cn
    Non-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 China
    Deloitte Club Member 2018
    Deloitte China Jun 2018 - Jun 2019
    Worldwide, Oo
  • Talkingdata 【北京腾云天下科技有限公司】
    Finance And Securities Consulting Team Consultant Intern
    Talkingdata 【北京腾云天下科技有限公司】 Jun 2018 - Aug 2018
    北京, 北京, Cn
    1.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

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

Yifan G. Education Details

  • University Of Chicago
    University Of Chicago
    Analytics (Data Science)
  • Shanghai University
    Shanghai University
    Economics
  • East China University Of Political Science And Law
    East China University Of Political Science And Law
    Law (Minor)
  • University Of Cambridge
    University Of Cambridge
    Summer Institute
  • University Of Oxford
    University Of Oxford
    Summer 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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