This portfolio showcases my Artificial Intelligence and Machine Learning projects, including predictive analytics, natural language processing, and deep learning applications. These projects demonstrate my ability to develop, train, evaluate, and deploy machine learning models using industry-standard tools and frameworks.
I developed a medical text summarization application that uses a fine-tuned BART transformer model to generate radiology impressions from clinical findings. The project included data preparation, model training, evaluation using ROUGE metrics, and deployment with FastAPI, Docker, and Hugging Face Spaces. This project demonstrates my experience with Natural Language Processing (NLP), deep learning, and AI model deployment.