Welcome to my NLP Portfolio, showcasing a collection of projects that leverage the power of computer vision to solve real-world challenges.
1. Microsoft Location Mention Recognition (LMR)
Overview: Identifying locations from tweets.
Aim: To develop a Location-Based Monitoring and Response (LMR) system to enhance disaster response initiatives, such as managing floods and fires.
Technologies: Python, Pytorch, and transformers.
2. NLP-Skin Disease
Overview: Identifying symptoms and diseases based on user input.
Aim: To develop a chatbot that informs users about the most probable diseases and symptoms based on their conversation, aiding in early awareness and decision-making.
Technologies: Python, Pytorch, sentence transformers, and chromadb.
3. Medical Note Extraction
Overview: Extracting key patient information from unstructured clinical notes.
Aim: To develop a model that organizes clinical notes into well-structured medical records in JSON format.
Technologies: Python, Pytorch, transformers, and VertexAI.