Cambridge, Massachusetts, United States
Conduct quantitative research, create predictive models, and design algorithms and software to improve automated trading strategies.
Algorithmic Design Group: Researching GPU-accelerated Monte Carlo integration of elliptic PDEs: devising a unified framework in which they can be cleanly specified and analyzed, and building a compiler to run them efficiently on GPUs.
Holding office hours and clarifying machine learning concepts, guiding students through programming tasks, providing debugging and technical support, and overall enhancing students’ learning experience.
Contributing to the development of state-of-the-art embedder and reranker AI algorithms for efficient semantic retrieval of document data containing both text and images. Designing AI-driven and heuristic algorithms for evaluating training data quality to improve model performance.
http://mathcircle.berkeley.edu/