Winfield employs advanced quantitative finance knowledge and data science skills in investment research and portfolio management. His role involves option valuation, risk modeling, and portfolio optimization activities. He provides analytical firepower, leads research projects and develops next-generation technology to support the investment decision-making process. Before joining Unison, Winfield worked on portfolio analytics and execution research at FORT L.P., a quantitative hedge fund based in Washington, D.C. Prior to that, he worked at Micron Technology where he led global process optimization projects by leveraging and analyzing mass production data using statistical and machine learning techniques.
Winfield received a Bachelor of Engineering with First Class Honors from Nanyang Technological University, Singapore and a Master of Financial Engineering from the Haas School of Business, UC Berkeley.
Aditya assists the research team by handling data structuring, cleaning, and data science tasks for building quantitative models. In addition, he also helps in developing prudent strategies for data acquisition and statistical methods in order to build reliable forecasting models for accurate predictions.
Previously, Aditya worked as a data analyst with Ecolibrium Energy, helping companies in various industry verticals to intelligently manage their electrical assets and energy usage. While at Ecolibrium, Aditya developed two patent-pending methods for online conditional monitoring of electrical machines in real-time using predictive maintenance algorithms. Aditya holds a Master's degree in Business Analytics from the University of Illinois at Chicago and a Bachelor's degree in Information and Communication Technology from Dhirubhai Ambani Institute of Information and Communication Technology in Gandhinagar, Gujarat, India.
A scientist by day and an artist by night, Wenyao is an enthusiast of data visualization, solving mathematical puzzles and occasionally, building Lego sets. At Unison, he derives insights from data using a variety of statistical tools and adds value through standardization and automation. Prior to that, he worked as a credit risk analyst at a commercial bank. Wenyao received a Master of Financial Engineering from UCLA Anderson School of Management and a Bachelor of Science from Shanghai Jiao Tong University.
Xiaowen is a Data Science Analyst at Unison. She focuses on bringing data-driven insight to investment decision-making through quantitative and qualitative analysis, and enhancing and maintaining direct-mail forecast models to optimize direct marketing performance.
Before joining Unison, Xiawoen obtained a Master of Analytics from the University of Chicago, specializing in machine learning and data science. She also holds a Bachelor of Science in Managerial Economics from the University of California, Davis.