Drafted credit rating reports and prepared comprehensive issuance materials for ABS to ensure compliance with industry standards; valued the ABS using various performance metrics and analyzed secondary market trendsUtilized Wind terminal to analyze client companies’ and their guarantors’ credit profiles and key financial metrics; reviewed risk reports and debt covenant terms, and consolidated three 80+ page bond prospectuses

Developed and implemented a taxonomy of effective Limit Order Book features for predicting short-term stock price movements; increased accuracy of existing industry-level baseline models in high-frequency tradingSubmitted a detailed 30-page research paper on findings to NeurIPS 2024; currently waiting on selection

Engineered a recommendation system using a gradient-based matrix factorization algorithm, enhancing recommendation accuracy by 25%; led extensive data preprocessing and implemented hyperparameter tuningSpearheaded an AI chatbot with Retrieval-Augmented Generation (RAG) for real-time analysis of streaming service reviews from web scraping; gained immediate insight into user sentiments and trends for analysis