Hi there, I'm Prabal Deb 👋

• 🔭 I’m currently working on few Azure-Samples
• 🌱 I’m currently learning LLM and LLMOps in depth
• 💬 Ask me about Kubernets, Azure, Python, MLOps, LLM, LLMOps

Research Work

• MARK: Memory Augmented Refinement of Knowledge

Published Posts

• LLMAgentOps Toolkit for Semantic Kernel
• Azure OpenAI in IoT device (your personalised chatbot)
• Automated Test Environment for Azure Kubernetes Service (AKS) Applications — using kind
• Dealing with Helm Charts of micro-services with interdependent API end points
• Mocking during Python Unit Testing with Azure Event Hubs and SQL Database

Contributed in Posts

• Microsoft Azure Architecture Blog: From Large Semi-Structured Docs to Actionable Data: Reusable Pipelines with ADI, AI Search & OpenAI
• Azure Architecture Center: Design and develop a RAG solution
• Azure Architecture Center: Baseline OpenAI end-to-end chat reference architecture
• Azure Architecture Center: Orchestrate MLOps on Azure Databricks using Databricks Notebook
• Patterns for Vision on the Edge - Part 1 - Concurrent processing
• Patterns for Vision on the Edge - Part 2 - Handling Multiple Consumers