Haipeng Liu Email & Phone Number
Who is Haipeng Liu? Overview
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Haipeng Liu is listed as Columbia Student at Columbia University, based in New York, United States, United States. AeroLeads shows a matched LinkedIn profile for Haipeng Liu.
Haipeng Liu previously worked as Graduate Student at Columbia University and Business Manager at Shanghai Port Container Co., Ltd. Haipeng Liu holds Bachelor, Mathematics & Statistics Data Science from University Of California, Santa Barbara (Ucsb).
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About Haipeng Liu
Competency-BasedBusiness manager in logistics and distribution with extensive experience in supply chain, operations, and logistics worldwide. I improve client happiness while optimizing transportation, cold chain management, and cost reduction in my role as business manager at Shanghai Port Container Co., Ltd. My Tableau dashboards resulted in a 20% increase in delivery performance. During internships, I also developed risk management frameworks and statistical models for bond fund research, utilizing machine learning approaches to bolster my experience in financial data analysis and logistics. ->Business IntelligenceI manage business operations at Shanghai Port Container Co., Ltd., where I have overseen important projects involving the importation of apparel, frozen meats, and beef. Using a genetic algorithm, I created a VRPSDP model that optimized the scheduling of forty refrigerated trucks while lowering expenses and increasing transportation efficiency. The cargo waiting times at the port have been reduced by 15% thanks to my predictive data analytics. In order to reduce lead times and import prices for clothes, I also extracted and evaluated historical data. ->Information TechnologyI also created Tableau dashboards to track delivery performance, which resulted in a 20% increase in customer satisfaction. ->StatisticsI developed statistical models for bond fund research, mined alpha components for a fund using cutting-edge machine learning techniques, and constructed risk management frameworks during my internships at Kaiyuan Securities, Guotai Jun'an, and Fubon Bank.
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Haipeng Liu work experience
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Business Manager
CurrentProject A: Import of beef and other frozen meat products.Collaborated with team to create an enhanced VRPSDP model for track routing in urban environments, improving transportation efficiency and simplified overall cost; implemented a genetic algorithm to solve model.Optimized scheduling of 40 refrigerated trucks using Excel to assure timely delivery of.
Quantitative Research Intern
Created statistical models to calculate durations of bond-only funds in market, taking lead in bond fund related data cleansing, sample fund selection and associated regression analysis; utilized metrics such as median and divergence of duration to approve model accuracy.Employed stepwise regression to address multicollinearity in model construction.
Quantitative Analyst Intern
Mined alpha factors for a 130 million RMB fund using neural networks (LSTM), XGBoost, and Genetic Algorithm.Informed new alpha factors into existing strategy using hierarchical clustering and Fama-Macbeth Regression.Implemented new strategy, achieving a stable projected return of 15% above benchmark (CSI Smallcap 500 Index).Performed return attributions.
Data Analyst Intern
Collaborated with the IT department on developing an internal data warehouse capable of 1) default risk prediction concerning money laundering and credit card fraud, 2) risk management of assets and loss forecast, and 3) customer profiling concerning credit scoring, acquisition, retention, and personalized services.Created a workflow for collecting and.
Haipeng Liu education
Bachelor, Mathematics & Statistics Data Science
Bachelor, Mathematics & Statistics Data Science
Frequently asked questions about Haipeng Liu
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What company does Haipeng Liu work for?
Haipeng Liu works for Columbia University.
What is Haipeng Liu's role at Columbia University?
Haipeng Liu is listed as Columbia Student at Columbia University.
Where is Haipeng Liu based?
Haipeng Liu is based in New York, United States, United States while working with Columbia University.
What companies has Haipeng Liu worked for?
Haipeng Liu has worked for Columbia University, Shanghai Port Container Co., Ltd, Kaiyuan Securities Research Institute, Guotai Jun'An Asset Management, and Fubon Bank.
How can I contact Haipeng Liu?
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What schools did Haipeng Liu attend?
Haipeng Liu holds Bachelor, Mathematics & Statistics Data Science from University Of California, Santa Barbara (Ucsb).
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