I am a P.hD. student at University of Rochester's Computer Information Systems program. I enjoy solving problems in data science, machine learning, finance and information technology.
Train with LinkedIn profile data to make jobs suggestions based on people’s answer to our open-question assessments.
Apply machine learning and neural networks to forecast municipal bonds' price with Professor Ipeirotis.
Applied machine learning models to optimize trading strategies for cryptocurrencies.
Obtained a return of over 160% with a Sharpe ratio of 2.3 for 82 days excluding market impact.
Researched machine learning methods to predict or recommend investments with 13% accuracy.
Sourced investment data on over 16k investors, 20k companies and 80k investments.
Published a paper describing the work: Liu, Xinyi, and Artit Wangperawong. "A Collaborative Approach to Angel and Venture Capital Investment Recommendations." arXiv preprint arXiv:1807.09967 (2018).
Analyzed 50+ IPO statements and compiled fundamental analysis reports for the board of directors. Researched about international capital movements’ impact on stability of banks.
Produced research report on foreign investments in Huizhou.
Shadowed analysis in conducting the risk profiling of loans.
Compiled data and documents for venture capital investing in 4G network and LED street lighting.
Researched industries and corporations of new OTC market.
GPA: 3.95/4.0, graduated with distinction.
GPA: 3.69/4.0
Ranked 40 among 847 participants to classify the planets based on their spectrum features.
Received funding and award to study how crowdfunding could facilitate entrepreneurs in college.
Guided student projects with organized academic lectures, alumni mentorship and media operations. Recruited over 25 new members to volunteer, and increased subscribers from 0 to 100+.
Apart from studying, working, and other serious stuff, I enjoy cooking, movies, and walking out. When I have to cook for the entire house, my favorite recipe is cola chicken. Yes, I cook chicken with Coca-Cola, and it tastes great. My favorite movie is Flipped (2010). I don't know how it could have been considered a box office flop, but you should definitely watch that movie if you want to understand a bit more about me!