@tanishk100ni
Building and deploying scalable, production-ready AI systems. From fine-tuning LLMs to full-stack MLOps.
AI Engineer focused on Generative AI, MLOps, and Healthcare AI. I build and deploy end-to-end AI solutions, from fine-tuning LLMs to creating modular AI agents and RAG systems with tools like LangChain, FastAPI, and Docker. I write about building practical and scalable artificial intelligence.
I am available for Full-time AI / Machine Learning Engineer roles
Jul 21, 2025 · 23 min read · Introduction: The RAG Hype is Real, But So Are Its Failures Retrieval-Augmented Generation (RAG) has taken the AI world by storm, promising to anchor Large Language Models (LLMs) in factual, up-to-date, and proprietary data. The concept is elegant: r...
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Jul 19, 2025 · 21 min read · Have you ever had a conversation with a chatbot where you mention your name, and two questions later, it asks you what your name is? This frustrating experience, a form of "digital amnesia," highlights one of the most significant challenges in buildi...
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