--- title: Blog | Optimum Data Analytics | Divya Dalal description: "Engineering-first deep dives on LLMs, RAG pipelines, MLOps, and agentic AI from Optimum Data Analytics' team, with real implementations and code, not just theory.\n\nPractical AI engineering from ODA: LLM fine-tuning, agentic workflows, and production deployment patterns built and battle-tested by our own team.\n\nEvent-driven agents, small language models, and real-time AI systems architecture breakdowns and lessons from ODA's own deployments." image: https://blog.optimumdataanalytics.com/hubfs/AI-Generated%20Media/Images/static.hsappstatic.netFileManagerImagesstatic-1.29523imagesexplore-imagescloud-boy.jpeg --- [Skip to main content](https://blog.optimumdataanalytics.com/author/divya-dalal#main) [![Optimum-Data-Analytics-1-e1749546723829](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Optimum-Data-Analytics-1-e1749546723829.png?width=212&height=58&name=Optimum-Data-Analytics-1-e1749546723829.png) ![Optimum-Data-Analytics-1-e1749546723829](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Optimum-Data-Analytics-1-e1749546723829.png?width=212&height=58&name=Optimum-Data-Analytics-1-e1749546723829.png)](https://optimumdataanalytics.com) - [Home](https://optimumdataanalytics.com) - [About](https://optimumdataanalytics.com/about/) - [Show submenu for Offerings Offerings](https://optimumdataanalytics.com/offerings/) - [Generative AI](https://optimumdataanalytics.com/generative-ai/) - [Agentic AI](https://optimumdataanalytics.com/agentic-ai/) - [AI/ML Solutions](https://optimumdataanalytics.com/ai-ml-solutions/) - [Data Engineering](https://optimumdataanalytics.com/data-engineering/) - [Computer Vision](https://optimumdataanalytics.com/computer-vision/) - [Show submenu for Industries Industries](https://optimumdataanalytics.com/industries/) - [Healthcare](https://optimumdataanalytics.com/healthcare/) - [Supply Chain](https://optimumdataanalytics.com/supply-chain/) - [Agriculture](https://optimumdataanalytics.com/agriculture/) - [Finance](https://optimumdataanalytics.com/finance/) - [CSR Activities](https://optimumdataanalytics.com/csr-activity/) - [Blogs](https://blog.optimumdataanalytics.com) - [Careers](https://optimumdataanalytics.com/careers/) - [Contact](https://optimumdataanalytics.com/contact/) Open main navigation Close main navigation - [Home](https://optimumdataanalytics.com) - [About](https://optimumdataanalytics.com/about/) - Show submenu for Offerings Offerings - Offerings - [Offerings](https://optimumdataanalytics.com/offerings/) - [Generative AI](https://optimumdataanalytics.com/generative-ai/) - [Agentic AI](https://optimumdataanalytics.com/agentic-ai/) - [AI/ML Solutions](https://optimumdataanalytics.com/ai-ml-solutions/) - [Data Engineering](https://optimumdataanalytics.com/data-engineering/) - [Computer Vision](https://optimumdataanalytics.com/computer-vision/) - Show submenu for Industries Industries - Industries - [Industries](https://optimumdataanalytics.com/industries/) - [Healthcare](https://optimumdataanalytics.com/healthcare/) - [Supply Chain](https://optimumdataanalytics.com/supply-chain/) - [Agriculture](https://optimumdataanalytics.com/agriculture/) - [Finance](https://optimumdataanalytics.com/finance/) - [CSR Activities](https://optimumdataanalytics.com/csr-activity/) - [Blogs](https://blog.optimumdataanalytics.com) - [Careers](https://optimumdataanalytics.com/careers/) - [Contact](https://optimumdataanalytics.com/contact/) - Search Search # The Insight Feed ODA members share technology ideas to foster digital transformation. ## [Microsoft Agent Framework (MAF): Building Production-Ready AI Agents at Scale](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) ![Divya Dalal](https://blog.optimumdataanalytics.com/hubfs/Divya.jpg) by [Divya Dalal](https://blog.optimumdataanalytics.com/author/divya-dalal) on Sep 17, 2026, 8:00:00 AM As organizations move beyond traditional chatbots and copilots, there is an increasing need for AI systems that can reason, plan, interact with tools, collaborate with other agents, and execute ... [Read More](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) # All articles from Divya Dalal #### [AI • Sep 17, 2026, 8:00:00 AM Microsoft Agent Framework (MAF): Building Production-Ready AI Agents at Scale](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) [Read article](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) #### [AI Agent • Aug 3, 2025, 1:29:14 PM Ethics in Agentic AI: Balancing innovation and responsibility](https://blog.optimumdataanalytics.com/ethics-in-agentic-ai-balancing-innovation-and-responsibility) [Read article](https://blog.optimumdataanalytics.com/ethics-in-agentic-ai-balancing-innovation-and-responsibility) #### [LLM • Jun 27, 2025, 5:26:59 PM How LLMs Think: LLM Explainability](https://blog.optimumdataanalytics.com/how-llms-think-llm-explainability) [Read article](https://blog.optimumdataanalytics.com/how-llms-think-llm-explainability) #### [Multi-Agent • Jun 27, 2025, 1:19:53 PM The Future of Teamwork: Multi-Agent AI systems](https://blog.optimumdataanalytics.com/the-future-of-teamwork-multi-agent-ai-systems) [Read article](https://blog.optimumdataanalytics.com/the-future-of-teamwork-multi-agent-ai-systems) #### [LLM • Jun 27, 2025, 10:37:54 AM Make LLMs Learn Your Niche – With InstructLAB](https://blog.optimumdataanalytics.com/make-llms-learn-your-niche-with-instructlab) [Read article](https://blog.optimumdataanalytics.com/make-llms-learn-your-niche-with-instructlab) #### [ML • Jun 26, 2025, 11:11:42 PM MLFlow – Tool to Organize ML Workflows](https://blog.optimumdataanalytics.com/mlflow-tool-to-organize-ml-workflows) [Read article](https://blog.optimumdataanalytics.com/mlflow-tool-to-organize-ml-workflows) ![Divya Dalal](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Divya.jpg?width=72&name=Divya.jpg) [Divya Dalal](https://blog.optimumdataanalytics.com/author/divya-dalal) #### Topics - [AI](https://blog.optimumdataanalytics.com/tag/ai) - [AI Agent](https://blog.optimumdataanalytics.com/tag/ai-agent) - [LLM](https://blog.optimumdataanalytics.com/tag/llm) - [Azure](https://blog.optimumdataanalytics.com/tag/azure) - [Microsoft](https://blog.optimumdataanalytics.com/tag/microsoft) - [Ethical AI](https://blog.optimumdataanalytics.com/tag/ethical-ai) - [Multi-Agent](https://blog.optimumdataanalytics.com/tag/multi-agent) - [ML](https://blog.optimumdataanalytics.com/tag/ml) - [Home](https://blog.optimumdataanalytics.com/) - [About](https://blog.optimumdataanalytics.com/about) - [Offerings](https://blog.optimumdataanalytics.com/offerings) - [Careers](https://blog.optimumdataanalytics.com/careers) [Join Our Newsletter](https://optimumdataanalytics.com/newsletter/) Pune(HQ) | Udaipur | England ©2025 Optimum Data Analytics Pvt. Ltd. All rights reserved. [Terms & Conditions](https://optimumdataanalytics.com/terms-and-conditions/) [Privacy Policy](https://optimumdataanalytics.com/privacy/)