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AI/ML Engineer & Researcher applying explainable ML, deep learning, and multi-agent systems to two high-impact domains: Medical AI and AI for Power & Energy Systems. B.Sc. in Electrical & Electronic Engineering from Shahjalal University of Science and Technology, Bangladesh.
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| Category | Technologies |
|---|---|
| Languages |      |
| ML & DL |       |
| LLMs & Agents |       |
| Deployment |      |
| # | Title | Venue | Link |
|---|---|---|---|
| 1 | Explainable ML for Multi-Class Power Quality Disturbance Classification Using SHAP | IEEE ICCIT 2025 |  |
| 2 | Quantifying Socioeconomic Status & Parent-Child Attachment on Adolescent Through ML | IEEE ICCIT 2025 | |
| 3 | Enhancing Wind Farm Operational Efficiency Through Power Output Classification | IEEE ICCIT 2025 | |
| 4 | Time Dependent Control of Voltage and Current via a Tunable Metasurface | IEEE ICCIT 2025 | |
| 5 | Robust Optical Pulling of Plasmonic, Chiral & Dielectric Nanorods via Hyperbolic Metamaterials | Elsevier Q1 (Under Review) |  |
| 6 | Predicting and Pricing Methane: Uncertainty-Aware Machine Learning for Carbon Cost Estimation in Bio-Slurry Fertilization | In Preparation |  |
| 7 | Cross-Category Generalization in Bengali Fake News Detection: A Leave-One-Category-Out Study | In Preparation | |
| 8 | ViT-SkinNet: Vision Transformer for Monkeypox & Vesicular Skin Disorder Detection | In Preparation | |
| 9 | TrustEHRAgent: Calibrated Multi-Agent Systems for Secure EHR Question Answering | In Preparation | |
| 10 | Explainable & Privacy-Preserving Federated Intelligence for Smart Grid Cyber Attack Detection | In Preparation | |
Research-driven AI. Real-world impact.