qin liu

Managed portfolios based on arbitrage strategy between derivatives(Future and Options) and ETFs Automated trading process and risk monitors for portfolios on daily basis Backed to test quantitative trading strategies based on predict models with Python Conducted quantitative research by data mining and factors founding

Worked with global teams to maintained and updated Asia Pacific equity indices by daily Rebalanced indices by re-selecting and re-weighting based on different index methodologies Used python to automate operation process and help team release 50% of manual work hours

Assisted the multi-asset portfolio management team in capital market analysis Time series analysis on Macro economic history data with Python package of Panda, Numpy, Sklearn etc Created statistic forecasting models for decision making including (PCA,Logistic Regression, Ridge Regression and ARIMA) Retrieved ETF transaction data from Bloomberg and analysis market impact of ETFs

Built dashboards with Tableau for top management team on decision making Created annual budget file for E-customer service department and refined offers for suppliers

Distinguish new opportunities in private equity sector through financial and fundraising data analysis Established KPI systems for healthcare and automobile industry based on industry research Gave recommendation to private equity managers through identified companies Be awarded with Second Prize of Disruptive Finance with Cognitive Computing

Responsible for provincial service market of GE Healthcare clinic products in China Made strategies for different stage of the whole market and enriched business in diversified sectors Through analyzing operating data of over thousands of ultrasonic equipment, designed creative offer for KAs Applied technology-sharing new business model with key accounts and won the General Manager Award of GE BELIEF “DELIVER RESULTS IN AN UNCERTAIN WORLD”