Veeramani A

Database & AI Solutions Specialist | 15+ Years Experience

I bridge the gap between legacy database systems and modern Generative AI architectures. With a deep background in Oracle, AWS DMS, and Ansible, I now specialize in building the data pipelines that power Retrieval Augmented Generation RAG and Agentic AI workflows.

GenAI & Data Engineering Expertise:

RAG Frameworks: Building vector based search systems using Python, LangChain, and Streamlit.

Agentic AI: Developing autonomous agents using AutoGen and Agentcore to automate complex data tasks.

Knowledge Graphs: Transforming siloed relational data Oracle/SQL into structured Knowledge Graphs for better LLM reasoning.

Prompt Engineering: Optimizing LLM outputs for technical data extraction and SQL generation Text to SQL.

Hugging Face: Deploying and fine tuning open source models for specialized domain tasks.


Legacy Expertise Modern GenAI Extension
Oracle / SQL Server Text to SQL Pipelines: Allowing users to query DBs via