Research & Publications

My research focuses on applying advanced machine learning and deep learning to high-impact domains such as finance, healthcare, and cybersecurity, with an emphasis on interpretable, scalable models.

Featured Works

Best Paper Award
CCFD-SSL

IEEE RAICON 2024

Optimizing Real-Time Credit Card Fraud Detection Using Self-Supervised Learning and Contrastive Representations.

Hybrid TCN–Transformer

IEEE Open Journal of the Computer Society, 2025

A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting.

MiniBert24

IEEE RAICON 2024

A Lightweight Transformer-Based Model for Real-Time Stock Market Movement Prediction.

190+

Citations (Google Scholar)

15+

Peer-Reviewed Papers

5

Q1 Journal Papers Under Review

Special Recognition

Government-Funded Research Recognition

Paper: Joint Topic–Emotion Modeling in Financial Texts (IEEE Access, 2025)

Recognized by The Research Council of Norway as part of the project "Fakespeak – The Language of Fake News" (Grant Number: 302573).

Full Publication List

Year Title Venue Domain
2025 Federated Learning for Privacy-Preserving Healthcare Analytics Springer Healthcare / Security
2025 Forecasting Customer Lifetime Value: A Data-Driven Approach Journal of Computer Science and Technology Studies FinTech / Marketing
2025 NLP-Driven Customer Segmentation: A Comprehensive Review Elsevier – Data Science and Management NLP / Marketing
2025 Deep Learning for Algorithmic Trading: A Systematic Review Array (Elsevier) FinTech
2025 A Hybrid Temporal Convolutional Network and Transformer Model IEEE Open Journal of the Computer Society FinTech / Forecasting
2025 Joint Topic–Emotion Modeling in Financial Texts IEEE Access NLP / FinTech
2024 Comparative Analysis of CNN Models for Plant Disease Detection IEEE AIBThings Agriculture / CV
2024 Optimizing Customer Segmentation in Banking Al-Kindi – JCSTS FinTech
2024 Hierarchical Attention Networks with BERT Embeddings IEEE ICCIT NLP
2024 Predicting Hospital Length of Stay Using Residual Neural Networks IEEE ICCIT Healthcare
2024 MiniBert24: A Lightweight Transformer-Based Model IEEE RAICON FinTech
2024 CCFD-SSL: Credit Card Fraud Detection IEEE RAICON Cybersecurity / FinTech
2024 AI-Driven Fraud Detection Using Self-Supervised Deep Learning International Journal of Humanities and Information Technology Cybersecurity / AI
2023 Machine Learning–Enhanced Predictive Marketing Analytics International Journal of Research and Applied Innovations (IJRAI) Marketing / AI
2022 Intelligent Customer Segmentation: A Data-Driven Framework International Journal of Research Publications in Engineering, Technology and Management (IJRPETM) Marketing / Analytics
Google Scholar ResearchGate