Hi, I'm Bryan.
I hold an M.S. in Data Science and a B.S. in Computer Science from Stevens Institute of Technology. I'm looking to focus on research in edge computing, environmentally sustainable federated learning, and distributed ML systems.
My recent research has focused on adversarial robustness in RAG systems (presented at BizAI 2026 and the 2026 CAE Symposium) and Internet routing security. You can view my projects here.
In my free time, I like to code new things, play badminton, compose music, and hang out with my cat. Feel free to reach out!
Featured Projects
All Projects →UAV Trajectory Prediction
completeDevised a Python xApp to process telemetry data from a BladeRF SDR, using machine learning models to detect and optimize path prediction in GPS-limited areas.
ROV++ Security Empirical Survey
completeEmpirical security evaluation of BGP route leak mitigations and RPKI/ROV deployment scenarios using graph network simulations.
Presentations
A Machine Learning-based Approach to Malicious Document Detection for RAG Chunk Ingestion
Recent News
A Machine Learning-based Approach to Malicious Document Detection for RAG Chunk Ingestion presented at BizAI 2026 and 2026 CAE Symposium.
Started research (AI in Enterprise Data) at Illinois State University under Dr. Dmitry Zhdanov and the INSuRE+E Program.
A Survey of ROV++: We May Need Another Napkin poster presented at 2024 CAE Symposium.
Started research (BGP Empirical Studies) at Iowa State University under Dr. Burk Gulmezoglu and the INSuRE+E Program.
Began Course Assistantship for CS 115: Intro to Computer Science, CS 284: Data Structures, and MA 331: Intermediate Statistics at Stevens Institute
of Technology under Dr. Zumrut Akcam-Kibis and Dr. Xiaohu Li.
(Fall 2023 - Spring 2025)
Started research (Analyzing Collapse of Online Gaming Communities) at Stevens Institute of Technology
under Dr. Jingyi
Sun.
(Fall 2022 - Summer 2023)