Frequently Asked Questions

Detailed insights into K. Bharathi Raja's 16+ years of technical leadership, AI projects, and anygraaf infrastructure.

What is your experience with Anygraaf?

I have extensive experience administering Anygraaf's Neo (multi-channel CMS), AProfit (Advertising/CRM), and CProfit (Circulation/Subscription) systems at Dinamalar. I ensure these modules work seamlessly together for a daily publishing workflow servicing millions of readers.

How do you build localized RAG systems?

My RAG (Retrieval-Augmented Generation) approach focuses on private enterprise security. I build localized vector stores using Python, ChromaDB, or FAISS, allowing AI to search and answer questions based on internal static archives (like news datasets) without sending sensitive data to the cloud.

What is your 16 years of infrastructure experience?

My foundational experience includes senior roles at The Hindu (NCS) and Sun Group (Dinakaran), where I architected high-availability Cisco networks, VPN security, and managed regional branch connectivity systems with zero-downtime tolerance.

Are you available for Technical Consultancy?

Yes, I am available for strategic consultancy on AI implementation, SaaS backend architecture (Node.js/Firebase), and cloud infrastructure scaling for enterprise and startup partners.

What is "Smart Archive (NL2SQL)"?

It's an AI-driven search engine I built for 10 years of news data. It translates natural language (Tamil) into structured SQL queries for PostgreSQL, allowing non-technical editors to pull complex data reports instantly from massive datasets.

Do you handle DevOps and Cloud management?

Yes. I manage full-stack deployments including VPS provisioning, Docker containerization, automated Git workflows, and security firewall tuning across Linux and Windows server environments.

AI Strategy Agent

Welcome to the FAQ center! Ask me any question about my work.