How to leverage Azure OpenAI and Cognitive Services with Real World Use Case | India MCT Marathon

Description

Unlock the full potential of Azure OpenAI and Azure Cognitive Services with this powerful session by Dr. Anjali Jadhav, Lead Data Scientist at Oran Innovation. Recorded live at the India MCT Marathon powered by PurpleSkill & SpanLabs, this session dives deep into how enterprises build production-grade RAG applications, document intelligence workflows, search systems, and multimodal AI solutions using Microsoft Azure. Anjali breaks down the Azure AI ecosystem, covering: Azure OpenAI GPT models Azure AI Search (vector + hybrid search) Cognitive Services (Vision, Speech, Language) Document Intelligence (Form Recognizer) Content Safety & Responsible AI Azure AI Foundry end-to-end workflow Building RAG-based real-world solutions Whether you're a developer, student, architect, or AI founder, this session gives you practical, industry-ready guidance to build intelligent solutions on Azure. 🔥 Key Topics Covered ✔ Overview of Azure AI & Cognitive Services ✔ Why enterprises prefer Azure OpenAI over OpenAI ✔ Complete walkthrough of Azure AI Search ✔ Vector embeddings, semantic search & hybrid search ✔ Document Indexing, OCR, enrichment, and indexing ✔ RAG (Retrieval Augmented Generation) end-to-end pipeline ✔ Embedding models & vector databases ✔ Differences between RAG vs Fine-Tuning ✔ Practical demo: Building a RAG chatbot in Azure AI Foundry ✔ Deploying chat apps using Azure Web Apps / Function Apps 🧠 Real-World Use Cases Discussed Customer Support Chatbots Document Intelligence (invoices, handbooks, policies) Knowledge Mining & Enterprise Search AI-powered content creation Voice-based automation (Speech to Text, Text to Speech) Healthcare & Finance Knowledge Chatbots Risk & Compliance using Azure Content Safety 👩🏻‍💻 About the Speaker – Dr. Anjali Jadhav Lead Data Scientist – Oran Innovation, Pune PhD in AI/ML Published multiple research papers in top conferences 3+ years of hands-on experience in Generative AI Expertise in Machine Learning, NLP, Deep Learning & Azure AI 🤝 About India MCT Marathon India MCT Marathon is a mega AI event powered by PurpleSkill & SpanLabs, featuring 11 hours of nonstop hands-on learning sessions from global MCTs & MVPs. Azure OpenAI real world use cases Azure Cognitive Services tutorial Azure AI Search vector search RAG on Azure AI Azure AI Foundry demo Azure OpenAI vs OpenAI difference Azure GPT-4o tutorial Cognitive Services Azure explained Azure Document Intelligence form recognizer How to build AI chatbot with Azure Enterprise AI solutions Cloud security Azure consulting Data engineering services AI for business transformation Cloud migration services AI automation for enterprises Microsoft Azure training Developer productivity tools AI in healthcare/finance compliance 🔍 Your Search – Your Queries (Helps You Rank Faster) “how to use azure openai in real projects” “azure cognitive services explained with demo” “azure ai search rag application tutorial” “build enterprise ai chatbot using azure openai” “azure ai foundry step by step tutorial” “rag vs fine tuning azure ai” “vector search azure ai search tutorial” “form recognizer azure demo”