Synaptix is a developer-led blog dedicated to the AI stack — from data pipelines to neural deployment. We aren’t content marketers — we’re engineers who build, fail, optimize, and then write. Our experience comes from real production work in computer vision, NLP, and LLM tooling.

We believe knowledge should be clean, well-documented, and applicable. This blog is our platform to share lessons learned, efficient architectures, benchmark results, and deployment tips — with a skeptical, performance-first approach.

Whether you're training large models or building edge ML apps, you’ll find insights that save you time and money.