Debashis Baidya

Background

About Debashis Baidya

I am an AI and Backend Engineer with a strong foundation in Mathematics (BSc) and Computational Modeling and Simulation (MSc, Visual Computing specialization). Over the past years, I have developed and deployed deep learning models — including Vision Transformers (ViT) — and built scalable backend and microservices architectures using Python, Java, Spring Cloud, Kubernetes, and Docker. My expertise spans AI/ML system design, model optimization, visual computing, and backend engineering. I have hands-on experience with MLOps workflows, MCP, Retrieval-Augmented Generation (RAG), OpenCV, PyTorch, and cloud-native architectures. I am passionate about bridging the gap between cutting-edge AI models and real-world production systems, ensuring robustness, scalability, and maintainability. I am currently focused on architecting intelligent systems that combine AI, simulation, and backend engineering — turning complex models into efficient, impactful solutions.