I am a Data Scientist at Jio Platforms Limited, specializing in MLOps and LLMOps, where I combine machine learning and DevOps skills to build scalable and robust AI solutions. My current focus is on developing a Generative AI platform using open-source tools, aiming to enhance the efficiency and effectiveness of AI deployment.My key areas of expertise include:MLOps and LLMOps: Integrating machine learning with DevOps practices to streamline the deployment and management of machine learning models. I work extensively on LLMOps, which involves ensuring observability and monitoring of large language models.RAG Pipelines: Building retrieval-augmented generation pipelines to enhance the accuracy and efficiency of AI models. I have experience working on projects like RAG-to-SQL and Wiki RAG, which transform how data is accessed and utilized.Containerization and Orchestration: Proficient in using Docker and Kubernetes to deploy machine learning models in scalable environments, ensuring seamless integration and operation.Open Source Frameworks: Skilled in leveraging frameworks such as LangChain, DSPy, and LlamaIndex to drive innovation and build robust AI solutions.I am passionate about the intersection of AI, machine learning, and software engineering, continuously exploring new technologies and methodologies to push the boundaries of what’s possible in the world of AI.