"Bridging Silicon and Biology: Architecting Next-Generation Medical & Deep Learning Systems."
I am an undergraduate specializing in Artificial Intelligence, Data Science, and Medical Engineering (AIDM) at Amrita Vishwa Vidyapeetham. My engineering philosophy revolves around building robust, scalable Machine Learning pipelines and applying Deep Learning architectures to solve complex clinical, biomaterial, and deep-space challenges.
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Attention-Gated ResNet-34 & Multi-Modal Radiomics Engineered an integrated web suite for reliable brain tumor diagnostics and epistemic uncertainty interception using deep learning architectures. Stack: ResNet-34, Radiomics, Web Deployment |
Deep Learning for Gene Regulatory Networks Developed a hybrid Deep Learning framework for gene regulatory network inference, integrated directly with Murburn senescence modeling. Stack: Hybrid DL, Bioinformatics, Systems Biology |
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Federated Digital Twin for Deep-Space Designed an autonomous federated digital twin for predictive cartilage degradation modeling, specifically targeting deep-space environments. Stack: Federated Learning, Digital Twins, AI |
Vision Transformers & LSTMs for Oncology Built an end-to-end ML pipeline integrating Vision Transformers and LSTMs for predictive lung cancer diagnostics from histopathology data. Stack: ViT, LSTM, PyTorch, Computer Vision |
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Autonomous Bioelectronic Wearable Created an agentic AI-driven wearable patch for real-time therapeutic intervention, predictive health management, and continuous sensor fusion. Stack: Agentic AI, Edge ML, Sensor Fusion |
Causal Agentic Decision Networks Utilized explicit counterfactuals and depth-guided multi-modal fusion for smallholder crop disease diagnosis using Explainable AI. Stack: Causal AI, Explainable AI (XAI), Fusion |
📖 Additional Publication Work: Authored multiscale computational neuroscience studies proposing Murburn DROS as a universal neuro-modulator and Titan-Net Physics-Informed Graph Transformers for stochastic maintenance.
AI, Deep Learning & MLOps
Medical Compute & Data Science
Cloud, Deployment & Databases
While my professional drive is rooted in algorithms and medical engineering, my greatest personal passion is mastering the French language and culture.
♟️ Other Interests: Original Poetry | Chess | Singing
