Amit Kudnaver

Deputy General Manager Ai Ml & Automation Solutions Architect @Reliance Industries Limited

Navi Mumbai, IN

Experience in designing scalable, production-ready AI architectures, ensuring high availability and efficient data retrieval processes.• Architected and developed a Root Cause Analysis (RCA) Search Engine using a RAG pipeline, which enables multi-document vector retrieval and leverages LLM to effectively answer critical incident-related queries.• Developed an Agentic RAG with LlamaIndex, which acts as a router to intelligently select between two query engines—Q&A or Summarization—helping to streamline the query handling process.• Built a domain-specific Q&A chatbot for OSS teams, which significantly reduced escalation time, allowing teams to resolve issues more efficiently.• Delivered IoT and ML dashboards for real-time monitoring and anomaly detection, which improved the visibility of system performance and proactive issue resolution.• Automated telecom workflows using Ansible, enhancing 4G Core operations, which increased operational efficiency and reduced manual intervention.• Hands-on with deployment pipelines involving CI/CD practices, containerization, and API development, suitable for seamless production integration.• Deployment experience on Azure (End-to-End LLMs, CI/CD pipelines), Proven expertise in Flask API, Streamlit, Gradio Docker, MLflow, and automation tools like Ansible, aligning with cloud and DevOps practices mentioned in the role.

Pearson VUE

CISCO CCNA, Computer Systems Networking and Telecommunications

Visvesvaraya Technological University

B.E, Electronics and Telecommunication

Bangalore University

Diploma, ECE

Sniffers Software training institute

Data Science using Python, NLP, Deep Learning, Artificial Intelligence