Developing and executing SRDS’ AI strategy- AI product management- Faculty trainings and integration- Fundraising and marketing

Curriculum design, course development, teaching/tutoring- Honors Artificial Intelligence (post-AP)- Honors Data Science (post-AP)- Honors Natural Language Processing (post-AP)- Computer Science 101 (Python)- Computer Science 102 (Java)- AP CSA- AP CSP

Research in NLPResearch:- built a large scale data pipeline to query, clean, and preprocess millions of tweets- developed a new temporally neutral natural language processing algorithm to assign sentiment to special characters (emojis)- we find, after controlling for several factors including alternative measures of sentiment, our algorithm uniquely predicts future stock returns- paper available: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4427860

Research in NLPResearch:- built a large scale data pipeline to query, clean, and preprocess millions of tweets- developed a new temporally neutral natural language processing algorithm to assign sentiment to special characters (emojis)- we find, after controlling for several factors including alternative measures of sentiment, our algorithm uniquely predicts future stock returns- paper available: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4427860

Quant on Bruno Dupire’s team- exotic derivative pricing using neural networks- approximating pricing functionals using machine learning- equity trading signal research using alternative data- generative machine learning for volatility surfaces - generative machine learning for portfolio risk measures