Venkat Meruva
AI Solution Architect & GenAI Strategist
I architect enterprise-grade AI systems that transform data into business value. Specializing in GenAI, Data Platforms, and Cloud AI on Snowflake, Vertex AI, and GCP.
Areas of Expertise
Four pillars of my practice — from raw data to intelligent systems
GenAI Architecture
Design production-ready RAG systems, AI agents, and LLM pipelines with enterprise security and scalability.
Data Platform Engineering
Architect modern data stacks with Snowflake, Informatica, and dbt for analytics-ready data at enterprise scale.
Cloud AI Solutions
Deploy production AI workloads on Vertex AI, AWS Bedrock, and Azure AI with MLOps best practices.
Enterprise Automation
Build multi-agent systems and intelligent workflow automation that reduce manual effort by 80%+.
Featured POCs
Real implementations, real results
CPC Comparison AI Agent
Multi-agent system comparing competitor pricing using web scraping, LLMs, and automated reporting pipelines.
Enterprise RAG on Snowflake
Production RAG system with Snowflake Cortex, vector search, and enterprise access controls for internal knowledge Q&A.
AI Data Quality Monitor
Automated data quality detection and remediation using AI agents with Informatica IDMC integration.
Latest Insights
Thinking out loud on AI architecture
HNSW Algorithm Explained for Solution Architects
A practical guide to Hierarchical Navigable Small World graphs and how they power modern vector search at scale.
From AI POC to Production: Architecture Blueprint
A step-by-step framework for moving AI proof of concepts into production with governance and observability.
Snowflake Cost Governance Strategies
Practical techniques for managing and optimizing Snowflake compute costs in enterprise data platforms.
Let's Build Something Intelligent
Have an AI challenge or want to discuss architecture? I'm always open to interesting conversations.