Publications

/Publications_

Research from graduate studies and independent work. ML, computer vision, NLP, cloud, security.

Machine learning and AI

• Sketch Classification with CNNs. Deep learning for 250-class hand-drawn sketch recognition.
• Image Recognition with Classical ML. HOG + SVM pipeline for facial recognition without deep learning.

Data analysis and NLP

• Senator Tweet Analysis. NLP-driven content analysis of 419K+ tweets from the 117th Congress.

Systems and infrastructure

• Cloud Asset Management for Hospitals. Cloud adoption analysis for healthcare under HIPAA.
• Vulnerability Scanning of Web Applications. OWASP-based security scanning across 50 top sites.

Accessibility

• English to ASL Translator. Web application for ASL translation, evaluated with a usability study.