ST

Backend · Data · AI Engineering

Saad Tachrimant

Developer toolsLLM integrationCode generation

Case study

Zynerator — AI-powered full-stack project generator for modern backend and frontend stacks.

Zynerator is a platform that generates full-stack applications using LLMs and a code-generation engine. It accelerates the creation of core architecture, entities, CRUD services, and ready-to-deploy backend foundations across multiple technology stacks.

Role

Backend / Fullstack Engineer

Core focus

YAML-to-code generation engine

AI integration

Gemini API

What I built

My work focused on the generation engine that converts YAML definitions into production-ready backend source code. I implemented the logic that transforms a specification into files representing entities, DAO/repository layers, services, and web service/API layers, using up-to-date annotations, conventions, and security patterns.

  • Converted structured YAML input into generated backend layers and CRUD-ready services.
  • Ensured generated APIs were fully secured and aligned with current framework conventions.
  • Contributed to an extensible foundation supporting Spring Boot, .NET, Laravel, and NestJS.
  • Integrated Gemini API to add AI-assisted generation and developer productivity features.

Outcome

The platform reduced the time required to bootstrap new applications and standardized generated backend structures, making teams faster while keeping code generation aligned with modern production practices.

Supported stacks

Spring Boot.NETLaravelNestJSAngularReactNext.jsGemini API

Screenshots

Product walkthrough

Zynerator supported frameworks
Final product overview.
Zynerator pricing
Pricing and packaging for generated platform capabilities.