Education Sep 2024 - Present
Doctor of Philosophy Concentration: Operations Research Specialization: Machine Learning & Statistics GPA: 4.11/4.00 Sep 2020 - May 2024
Bachelor of Science in Engineering Concentration: Computer Science Certificates: Applied & Computational Mathematics, Statistics & Machine Learning, Optimization & Quantitative Decision Science GPA: 3.93/4.00 Major GPA: 4.00/4.00 Work Headlands Technologies Deep Learning Alpha Research Snap Inc: User Modelling and Personalization Developed compressive memory techniques and efficient approximations for full attention matrices, enabling the handling of sequences up to length 5000 for behaviorally learned user embeddings Trained encoder models with custom attention modules using PyTorch DDP and Dask for scalability and designed embedding evaluation techniques Goldman Sachs: Quantitative Investment Strategies Analyzed 15TB proprietary dataset efficiently using Dask and distributed computation across multiple computing clusters Developed prediction models using machine learning and statistical analysis, conducted backtesting for portfolio optimization Awards May 2024
Columbia University Office of the Provost May 2024
Princeton Computer Science Department May 2024
Princeton Computer Science Department Sep 2023
Princeton School of Engineering and Sciences May 2020
Mathematical Association of America May 2020
The Mandelbrot Competition 