Madhan Reddy

Transforming business workflows with Generative AI—imagine chatting with your data to uncover insights, drive decisions, and supercharge productivity. From sales analytics on your database to deep-dives into huge document caches or Excel sheets, I build AI-driven interfaces that speak your language and solve real business problems.

Core Strengths:

• Conversational Data Agents: Crafting chatbots that let you query, analyze, and act on your data in natural language—whether it’s sales trends, product performance, or customer feedback.

• Modular AI Architectures: Using Model Context Protocol (MCP) and AgenticAI frameworks to create flexible, plug-and-play agents that grow with your needs.

• Retrieval-Augmented Pipelines: Harnessing LangChain, LangGraph, Semantic Kernel, and vector databases (FAISS, Pinecone) to surface the right information, fast.

• Cloud-Native Deployments: Deploying robust, scalable AI and CV solutions on Azure—leveraging Azure OpenAI, Cognitive Services, Function Apps, and Container Registry for rock-solid performance.

• Custom Model Workflows: Integrating Scikit-Learn, TensorFlow, and PyTorch for tailored ML components, wrapped in Pythonic pipelines for seamless prototyping to production.

Every project follows a clear, milestone-driven path—transparent progress, thorough documentation, and post-launch support to refine edge-case behaviors. If you want an AI partner that turns your data into a dynamic, conversational experience, let’s create something extraordinary.