Publications

/Publications_

Research completed during graduate studies and independent work — spanning ML, computer vision, NLP, cloud infrastructure, and security.

Machine Learning & 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 & NLP

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

Systems & Infrastructure

• Cloud Asset Management for Hospitals -- Cloud adoption analysis for healthcare with HIPAA compliance
• Vulnerability Scanning of Web Applications -- OWASP-based security scanning of 50 top websites

Accessibility

• English to ASL Translator -- Web application for American Sign Language translation with usability evaluation