Balaji Venkatasubramaniyar

CORE

Technical Leader at wisdom infotech

Collierville, US

Joined Jun 2026

About

Technical Lead and AI engineer with 13+ years in insurance technology. I build scalable systems using React, .NET, Progress 4GL, and modern AI/LLM architectures. I’ve led teams, delivered enterprise platforms, and created solutions adopted across multiple carriers — including no-code onboarding frameworks and high-performance REST services. Currently focused on AI-agent systems and MCP-based automation. Passionate about turning complex insurance workflows into simple, automated products.

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Articles

Articles

Building Agentic RAG, Step by Step: From Static Retrieval to Reasoning Pipelines

Build an agentic RAG system that plans retrieval, grades results, reformulates queries, and self-checks answers to improve grounding.

September 4, 2026

· 1,984 Views · 1 Like

AWS Bedrock vs Vertex AI vs Azure Foundry: Stop Comparing Benchmarks, Start Asking This Instead

Compare AWS Bedrock, Google Vertex AI, and Azure AI Foundry to choose the right cloud for your AI workloads based on data, models, and governance.

August 20, 2026

· 1,926 Views · 2 Likes

Vector Database Indexing Explained: Why It Matters More Than the Embeddings Themselves

Exploring vector search indexing strategies to improve performance. If it feels slow, it's most likely the index, not the embeddings.

August 18, 2026

· 1,399 Views · 1 Like

Agentic RAG: Basic RAG Plus MCP Tool Calls

Classic RAG is great at answering "what does the policy say?" It's terrible at answering "how many leave days do I have left?"

August 4, 2026

· 2,294 Views

I Built a RAG Agent on Azure AI Foundry in an Afternoon. Here's What Nobody Tells You.

Azure AI Foundry turns RAG setup from a week of manual plumbing into an afternoon of configuration — but access control, security, and cost planning are still on you.

July 30, 2026

· 2,072 Views · 1 Like

Building a Config-Driven SOAP/REST Integration Layer: One Service, Many Protocols

Learn how to build protocol-agnostic middleware that supports SOAP and REST integrations with configurable authentication and customer-specific transformations.

July 30, 2026

· 2,489 Views

6 Types of AI Orchestration Every Tech Leader Needs to Know

Learn the six types of AI orchestration and how they help teams build reliable, scalable, and production-ready AI systems.

July 9, 2026

· 2,641 Views · 2 Likes