Adigopula Siva Balaji

I provide end-to-end AI and software engineering services, including designing, training, and evaluating custom deep learning and machine learning models in PyTorch and TensorFlow for tasks like medical image classification, segmentation, and multimodal failure prediction. I specialize in Explainable AI (XAI) using Grad-CAM to ensure computer vision models produce interpretable visual heatmaps for domain experts, and I build advanced Generative AI and NLP solutions such as custom Retrieval-Augmented Generation (RAG) pipelines and text similarity analysis engines. To bring these models into production, I develop full-stack web applications featuring high-performance FastAPI or Node.js inference backends, secure JWT authentication, and responsive React.js frontends, complete with containerization via Docker and cloud deployment on platforms like Google Kubernetes Engine (GKE), Google Cloud, and Oracle Cloud Infrastructure.