News/Events

🎉 December 2025: [Published] “Ensemble Transformer with Post-hoc Explanations for Depression Emotion and Severity Detection”

Published as First Author in: A Cell Press Journal - iScience.
This study presents an ensemble transformer framework for detecting depression-related emotions and classifying their severity in social media text. It addresses the need for scalable and trustworthy AI solutions in mental health by integrating four transformer models.
DOI: https://doi.org/10.1016/j.isci.2025.114605

April 2025: [Submitted] “DepTformer-XAI-SV: A Novel Ensemble Transformer Model for Robust Depression Emotion and Severity Analysis with Explainable AI”

Submitted to the journal: Biomedical Signal Processing and Control, Elsevier.
Designed a novel transformer-based ensemble model—DepTformer-XAI-SV—that leverages DistilBERT, ALBERT, XLM-RoBERTa, and DeBERTa-BiLSTM with explainable AI to detect depression-related emotions and assess severity from social media text.

February 2025: [Published] “Transformer-Based Ensemble Model for Binary and Multiclass Oral Cancer Segmentation”

Published to the 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Proposed a transformer-based ensemble model combining ViT, DeiT, Swin Transformer, and BEiT for enhanced oral cancer segmentation.

January 2025: Promoted to Senior Software Engineer at Gigalogy

Promoted to Senior Software Engineer at Gigalogy for leading end-to-end development of AI-powered SaaS integrations, optimizing infrastructure, and mentoring team members while driving impactful solutions for e-commerce platforms.
Also, responsible for architectural design, client communication, and agile project management to ensure timely and scalable deliveries.

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