Welcome to my GitHub profile! I'm a passionate Researcher and Engineer with a strong evolving interest in Computer-Vision and Deep-Learning. Here you'll find some of my projects and contributions.

As a passionate Machine Learning Engineer with a strong foundation in Electrical Systems Engineering, I specialize in Computer Vision, Speech Processing, and Signal Processing. With over three years of hands-on experience, I've developed solutions using advanced techniques like Grad-CAM and SHAP for Explainable AI. My work has focused on applying AI to solve real-world problems, particularly in the automotive and medical industries. I'm eager to continue leveraging AI to create impactful solutions and explore new frontiers in these fields.

Here are a few projects I've been involved with:

• Conversational-RAG-DocSearch: Conversational-RAG-DocSearch is an advanced multi-lingual document search and Q&A system that supports conversational queries, PDF uploads, and offers flexible model and embedding options with an interactive UI.
• LangChain-SQL-Chat: Building an interactive SQL database interface incorporating LLMs to simplify data querying and exploration.
• MRI Segmentation using MedViT: Fine-tune the MedViT model for precise MRI segmentation and evaluate performance using Intersection over Union (IoU) metrics.
• Explainable-AI-Non-EEG: Analysis and visualization of Non-EEG biomedical data through Explainable AI techniques.
• KITTI-PointNet: Implementation and tools necessary for training and evaluating PointNet models on the KITTI dataset for tasks such as point cloud classification and segmentation.

Let's connect! Feel free to reach out to me through the following channels:

• LinkedIn: Dheeraj Poolavaram
• Email: [email protected]

I'm always open to exciting projects, interesting discussions and exchanging ideas.