sameerkodavanti-droid/Sequential-Agent

Deep learning framework for automated pneumonia detection from chest X-ray images using transfer learning, data augmentation, and ensemble-based medical image classification. Built with PyTorch using ResNet50, evaluation metrics, ROC analysis, confusion matrices, and visualization for reliable AI-assisted diagnosis.

AI-Powered Citizen Grievance & Sentiment Analysis System | NLP Project | Infotact Internship

MLOps assignment from the Applied AI & Agentic AI program at IIITB with upGrad — covering model lifecycle, CI/CD pipelines, and deployment practices.

AI-Powered Citizen Grievance & Sentiment Analysis System | NLP Project | Infotact Internship

EDA and visualization project analyzing Air Quality Index (AQI) trends and pollution patterns using Python and Jupyter Notebook.

Adaptive Privacy-Preserving Federated Intrusion Detection Framework for AI-Era Cybersecurity using LSTM, Differential Privacy, and Real-Time Threat Intelligence.

Practical AI course materials including labs, assignments, and hands-on implementations using Python.