Trader, Quantitative Researcher Kaggle Ranking: 217/400000 (World), 2nd (Hong Kong) Research interests: Machine Learning Primary Languages: Python, R Libraries: NumPy, SciPy, scikit-learn, statsmodel, xgboost, theano (lasagne, keras)

Data Analyst @ Machine learning in sports market Recommendation System, Player matching algorithms (Trueskill) Game modeling (Analytics & Simulation), Game design AI (MCTS) R, Python, Pypy, Cython, Java, C++ From 2014 to Present (1 year) Independent Trader @ Machine Learning in financial market Research focus on Equity market, ETF/ETP (Index, Volatility), Commodity market R, Python, Ruby, Java, Multithreading 2015 Performance: Month NetPnL (%) Oct 6.70 Sep 2.17 Aug 5.27 Jul >10 Jun 9.66 May 4.55 Apr 5.40 Mar 4.80 Feb 8.64 Jan 5.19 From 2014 to Present (1 year) Trader @ Ultra low latency trading of futures market at OSE, SGX, HKEX, Taifex, CME Linux TCP/UDP tuning, Shell script, C++ (Multithreading, openOnLoad), SQL R, Python, C++ From 2013 to 2014 (1 year)

Bachelor's Degree, Statistics @ The Chinese University of Hong Kong From 2010 to 2013 Andy Chung is skilled in: Intuition, Mathematics, Linear Algebra, Calculus, Machine Learning, Signal Processing, Optimization, Monte Carlo, Monte Carlo Tree Search, Ranking, Ensemble, Trading, High Frequency Trading, Behavioral Finance, Poker