Hi, I am Jay. As part of class 2020 of University of Waterloo alumni double majoring in Mathematics/Business Administration and Statistic, with over 2 years of full time experience in investment management industry in equity research and data analytic roles, I specialize in data manipulation and analysis, process enhancement using statistical and quantitative approach, while having a keen acumen in making decisions backed by investment management knowledge and skills. I have extensive experience in extracting data, automating reports and processes using SQL, R, VBA and SAS. Meanwhile, I am also highly familar with different aspects of equity/fixed income/balanced mutual fund, ETFs, SMAs, specifically their structures,investment strategies, holdings, transactions, metrics, fees/distribution schedule, performance/attribution.