RESEARCH / PUBLICATIONS

Curiosity needs
evidence.

Academic writing and research interests that inform how I think about building AI systems.

SELECTED PUBLICATION
2021

An Integrated Approach for Social Distancing, Face Mask Detection Using Stacked ResNet-50 and YOLOv5

Work combining computer vision, object detection, and classification. A verified publication URL can be added before launch.

Publisher link pending verification
CURRENT INTERESTS
◎

Learning & ranking

Representations and architectures that help systems learn useful preferences.

⌘

Agent reliability

Evaluation, tool use, failure recovery, and verification in multi-step workflows.

▣

Efficient ML

Training and serving techniques that connect research with real-world constraints.