Ravichandran R

About Ravichandran R

Innovative and results-driven technology professional with a strong track record of delivering intelligent, scalable AI and data solutions across cloud ecosystems.Experienced in solution architecture and end-to-end delivery of large-scale enterprise applications, transforming complex business requirements into robust technical platforms.My work bridges Azure, Databricks, Talend, Azure Data Factory (ADF), Machine Learning, NLP, and Generative AI, addressing real-world enterprise challenges using Azure Cognitive Services, Azure OpenAI, LangChain, and modern LLM frameworks.Hands-on experience in building proofs of concept using Retrieval-Augmented Generation (RAG), LLM orchestration workflows, and production-grade GenAI solutions with a strong focus on governance, observability, and performance.My background spans cloud-native architecture on Azure, MLOps practices (MLflow, Docker, GitHub Actions), and enterprise data platforms including Databricks, Synapse, ADF, and Talend.Passionate about mentoring teams, shaping scalable AI strategies, and continuously evolving with the rapidly advancing landscape of Generative AI and agentic AI systems.

Experience

1. Associate Consultant

   Tata Consultancy Services

   Feb 2023 — Present · Bengaluru, IN

   Working in Azure, Databricks, ADF, Talend, Generative AI, RAG, Agentic AI.Designed and delivered an enterprise LLM observability dashboard covering Azure OpenAI, Azure ML, and GCP models, integrating Kong API Gateway and ELK to track endpoints, usage, performance, and governance metrics.Built scalable Databricks data pipelines by persisting REST API metrics into ADLS Gen2, onboarding via Unity Catalog, and optimizing notebooks for parallel execution across multiple clusters.Implemented Azure Data Factory pipelines for REST-based ingestion, metadata processing, and incremental loads using parameterized, reusable frameworks across environments.Led DevOps and cloud automation initiatives including Azure resource decommissioning, service principal/secret renewal, and cost-optimization using Azure DevOps, python, and Automation Accounts.Created Generative AI POCs, including Retrieval-Augmented Generation (RAG) and agent-based workflows, applying prompt engineering, observability, and enterprise security best practices.Automated Talend platform operations by leveraging Talend TMC public REST APIs to delete obsolete tasks, jobs, and artifacts, improving platform hygiene and operational efficiency.

Education

• Hindusthan College of Engineering and Technology

  Bachelor of Engineering, Electronic and Communications Engineering

  2004 — 2008

Skills

• Oracle Service Bus
• Oracle Soa Suite
• Jenkins
• Sonar
• Talend Open Studio
• C
• Xpath
• Talend Esb
• Alsb
• Java
• Thought-Works Go
• Etl
• Unix
• Talend Etl
• Soap
• Go
• Web Services
• Talend
• Go Continuous Delivery
• Sql
• Xsd
• Esb
• Software Development Life Cycle (Sdlc)
• Talend Data Integration
• Xml
• Oracle
• Weblogic
• Wsdl