research

Research Interests

My research spans Natural Language Processing, Machine Learning, Cybersecurity, and Crisis Informatics. I am particularly interested in building intelligent systems that work reliably in resource-constrained and real-world environments.

• Natural Language Processing & Text Classification
• Cyberbullying Detection & Social Media Analysis
• Machine Learning for Healthcare & Biomedical Systems
• Swarm Robotics & Crisis Management
• Fraud Detection & Security Systems
• Big Data Analytics & Data Science

Selected Works

NLP & Social Media

• Cyberbullying classification using NLP and ML techniques (IEEE ACROSET, 2024)
• Comparative analysis of email spam detection using ML approaches (IOP, 2021)
• Review classification for user sentiment analysis (2022)

Healthcare & Biomedical

• Explainable hybrid TabTransformer–Random Forest model for biometric security in IoMT (Academic Press, 2026)
• Detection of multi-class skin cancer using SGD augmentation and activation mapping (JIIP, 2025)
• Big Data in Healthcare — survey (ICICC, 2021)

Security & Fraud Detection

• Credit card fraud detection using ML and deep learning (Springer ICICC, 2022)
• Secure graphical password scheme (JournalNX, 2017)

Robotics & Crisis Systems

• Coordinated response strategies: swarm robotics for crisis management (Auerbach Publications, 2025)

Collaborations

I collaborate actively with researchers across institutions including ICEM Pune, Pimpri Chinchwad University, and Sipna College of Engineering. For collaboration inquiries, please get in touch.