Current Appointments & Affiliations
Nortel Networks Assistant Professor of Electrical and Computer Engineering
·
2025 - Present
Electrical and Computer Engineering,
Pratt School of Engineering
Assistant Professor in the Department of Electrical and Computer Engineering
·
2021 - Present
Electrical and Computer Engineering,
Pratt School of Engineering
Assistant Professor of Computer Science
·
2022 - Present
Computer Science,
Trinity College of Arts & Sciences
Recent Publications
Disaggregated machine learning via in-physics computing at radio frequency.
Journal Article Science advances · January 2026 Modern edge devices, such as cameras, drones, and internet-of-things nodes, rely on machine learning to enable a wide range of intelligent applications. However, deploying machine learning models directly on the often resource-constrained edge devices dema ... Full text CiteScalable ML models and cascaded learning for efficient multi-span OSNR and GSNR prediction
Journal Article Journal of Optical Communications and Networking · January 1, 2026 Scalable and efficient methods for predicting optical transmission performance using machine learning (ML) and cascaded learning (CL) are investigated in metro multi-span optical networks. We extend the CL framework beyond multi-span power spectrum predict ... Full text CiteRecent Grants
CAREER: Toward Efficient and Scalable Mobile Fronthaul Empowered by Analog Radio-over-Fiber
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2025 - 2030CIRC: ENS/Grand: COSMOS^3: Enhancing and Sustaining the COSMOS Platform
ResearchPrincipal Investigator · Awarded by Rutgers, The State University of New Jersey · 2025 - 2029Machine Intelligence on Wireless Edge Networks (MIWEN)
ResearchPrincipal Investigator · Awarded by Army Research Office · 2025 - 2028View All Grants
Education, Training & Certifications
Columbia University ·
2020
Ph.D.
Columbia University ·
2018
M.S.
Tsinghua University (China) ·
2014
B.S.