Bin Liu is a Student at Columbia University in the City of New York.
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Summer Quantitative Analyst (R&D)Xlp Capital Jun 2018 - Aug 2018Greater New York City Area- Designed new energy-based machine learning model for time series prediction, which improved the old baseline model by 20% in terms of negative log-likelihood- Built LSTM model with attention in J language to enhance return on a $300M algorithmic fund- Vectorized existing neural network models by J language and shortened training time by 50% of an algorithm running on Kdb and Jd database- Implemented variations of LSTM, RNN, VAR models in J and Python to facilitate algo research- Developed a web scrapper in Ruby to collect stock price data and calculate momentum indicators -
Quantitative Research Summer AnalystShenyin & Wanguo Futures - Research Institute Jul 2017 - Aug 2017Shanghai City, China- Implemented and backtested R-Breaker momentum/reversal trading strategy in R and excel- Built and tested an Empirical Mode Decomposition (EMD) indicator algorithm in R, which had directional prediction accuracy over 70% on CSI 300 stock index over 2014-2017- Researched topics in Generalized Extreme Value distribution and Bayesian inference to facilitate development of a new commodity futures trading strategy
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Debt Capital Market Group Summer AnalystMorgan Stanley Huaxin Securities Jul 2016 - Aug 2016Shanghai, China- Drafted prospectus and due diligence reports for a CNY 6.4B bond issuance deal- Presented on bond issuance details in pre-offering roadshows for the deal above- Wrote research reports on bond default cases and industry credit analysis (steel and real estate)
Bin Liu Education Details
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Cfa InstituteCfa Level Ii
Frequently Asked Questions about Bin Liu
What is Bin Liu's role at the current company?
Bin Liu's current role is Student at Columbia University in the City of New York.
What schools did Bin Liu attend?
Bin Liu attended Columbia University In The City Of New York, University Of California, Los Angeles, Cfa Institute.
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