New York, New York, United States
I studied Computer Science and Engineering at the Massachusetts Institute of Technology (MIT) with a minor in Mathematics. Some of my interests include machine learning, infrastructure, and systems engineering.
- Implemented a reinforcement learning (RL) environment for cooperative multi-car team racing using OpenAI Gym - Experimented with various RL algorithms for training cooperative agents - Utilized custom reward structures to encourage the emergence of novel behaviors - Contributed to a research paper discussing emergent team strategies learned by the agents
- Researched novel methods of utilizing Generative Adversarial Networks (GANs) for cybersecurity data generation - Implemented new GAN architectures in PyTorch in order to facilitate cybersecurity data generation - Assessed the fidelity of generated cybersecurity data using heuristics gathered from real systems - Contributed to a research paper discussing the findings of the project