The Complete Master Guide to LLM Inference and Transformer Mechanics
An end-to-end breakdown of how a prompt passes through a Transformer during inference, and the hardware/software engineering optimizations required to scale them.
SaaS Builder | Full Stack Developer
A decoupled, dual-architecture marketplace connecting editorial photographers with high-end clients.
A mobile-first Progressive Web App (PWA) engineering compliance tracking and multi-tenant management for Chartered Accountants.
An end-to-end breakdown of how a prompt passes through a Transformer during inference, and the hardware/software engineering optimizations required to scale them.
An in-depth guide explaining how AI and ML actually work under the hood, detailing the core training loop, traditional setbacks, and modern solutions.
I thought auth was just hashing passwords. Here's what it actually takes: Zod, Tokens, CSRF, Middlewares, and OAuth2 with NextAuth.