● Analyzed the high-frequency financial data of NASDAQ Composite Index comprising quotes & tradesinformation of more than 3,000 listed securities; consulted Intercontinental Exchange (ICE) for identifying the trends and the development of methods of detection and removal of the outliers.● Developed and back tested trading strategies for AlphaCrest Capital Management LLC and automated the process for paper trading, used mosek, cvxpy packages for portfolio optimization & reducing drawdown.● Performed data cleaning, pre-processing, and feature engineering on structured and unstructured financial datasets. Suggested ways to apply the cleaning algorithms on a real-time basis, aiming to help ICE attract more clients.

● Built medium-frequency and market-neutral trading strategies on a variety of datasets across different universes.● Achieved the Global Rank 2 and Country Rank 1 among 800+ VRC Research Consultants in Alpha Quality Project (AQP), 2019.● Ranked 47 among 5000+ participants worldwide and achieved GOLD status for building QuantitativeFinance Models in Global Alpha Building Competition organized by WorldQuant LLC.

• Provided novel-avenue for hands-on research experience; led team to design bacteria for pollution treatment• Bronze medal winners among 68 teams at the Asian Regional Jamboree, Hong Kong, 2013