Blog

Thoughts on AI engineering, software architecture, and building products that scale. I write about what I learn along the way.

Full-Stack to AI: A Developer's Career Evolution

Reflections on evolving from a full-stack developer to an AI/LLM specialist, and advice for developers considering the same path.

Practical guidance on when and how to fine-tune LLMs, based on real-world consulting experience with enterprise clients.

Deep dive into the architecture and engineering decisions behind building AI products that handle millions of requests monthly.

How I transitioned from traditional web development to specializing in AI/LLM integrations, and the lessons learned along the way.

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