Technical Blog

Reflections and lessons from my journey through software engineering, generative AI, and cloud-native technologies. I write about what I’m learning—whether it’s building resilient systems, experimenting with AI-driven development, or rethinking quality in a cloud-native world.

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Fine-tuning Generative AI Models: A Practical Guide with LlamaIndex and Modern Frameworks

Explore the latest techniques for fine-tuning generative AI models using LlamaIndex, Hugging Face Transformers, and parameter-efficient methods like LoRA and QLoRA. This guide covers everything from data preparation to deployment, ensuring your AI applications are contextually relevant and efficient.

July 22, 2025Jul 22, 2512 min read

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Recent Articles

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RAG is Not Always Vector Search! Debunking a Common Misconception in Generative

This blog post explores the misconception that Retrieval Augmented Generation (RAG) is synonymous with vector search, highlighting the diverse retrieval methods available for effective RAG implementations.

July 7, 2025Jul 7, 258 min read

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Building Robust Intent Classifiers with Generative AI: A Modern Approach

Discover how to leverage generative AI models like GPT, Gemini, and Claude to build sophisticated intent classifiers that power next-generation AI applications and multi-agent systems.

June 29, 2025Jun 29, 2528 min read

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The Unseen Engine of Modern AI Agents: A Deep Dive into JSON-RPC

Explore how JSON-RPC serves as the backbone for modern AI agents, enabling seamless communication and integration across diverse systems.

June 20, 2025Jun 20, 258 min read

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Connecting Minds: A Deep Dive into Google's Agent-to-Agent (A2A) Protocol

Explore how Google's Agent-to-Agent (A2A) Protocol enables seamless collaboration between AI agents, breaking down digital silos and fostering interoperability.

May 12, 2025May 12, 257 min read

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Model Context Protocol The "USB-C" for AI

Anthropic's Model Context Protocol (MCP) is a groundbreaking open standard poised to revolutionize how we build and interact with AI, often hailed as the 'USB-C for AI'.

April 10, 2025Apr 10, 2511 min read

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