Exploring MLOps, AI and Beyond
Discover the latest advancements in artificial intelligence and MLOps engineering
Read the BlogWelcome to my blog
I'm a lifelong learner in the fields of AI and MLOps, eager to share insights from my journey. While I continue to explore these rapidly evolving technologies, I hope my experiences can offer you valuable perspectives on approaching artificial intelligence and MLOps challenges.
Latest Articles
A Pedagogical Guide to GenAI Observability, GenAI Evaluation, and GenAI Monitoring
Unlock trustworthy AI: Master evaluation, monitoring, and observability. Discover why DevOps thinking fails AI and how a "helix" model elevates your systems. Stop firefighting; proactively improve your AI, catch issues early, and eliminate black boxes.
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Evaluation-First LLMOps: Theory behind building Production-Grade Generative AI Systemson-Grade Generative AI Applications
Building GenAI apps isn't like traditional software – most projects fail without a crucial shift. Discover how a data-first, evaluation-centric approach unlocks success, and why you're likely chunking your data wrong. Stay ahead of the curve: this definitive guide is vital for any AI team scaling GenAI to production.
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What is an AI Agent? A Simple Guide to Understanding the Technology
LLMs only *talk*; AI agents *act* – orchestrating tools for real-world tasks. Even seasoned AI pros misunderstand agents' inner workings – this guide unveils the surprisingly simple core. Master key patterns like ReAct to build powerful, autonomous systems, but beware: production challenges are real.
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