I will engineer robust ai built systems beyond simple prompting

T
t_lietke
T
t_lietke
Tobias Lietke
engineer robust ai built systems beyond simple prompting
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engineer robust ai built systems beyond simple prompting

About this gig

Do you have a "vibe-coded" app? Perhaps a Python script or a ChatGPT-generated prototype that works in a notebook but breaks when real users hit it. Maybe your AI works in a sandbox, but it lacks the structure, security, and stability needed for a real business.


I bridge the gap between experimental AI and professional-grade software engineering.


I am a Senior Software Architect with more than 15 years of experience in high-stakes engineering from the factory floor to complex enterprise architectures. I don't just "write code"; I build the robust, scalable, and secure infrastructure required to host intelligent AI-based systems.

  • Programming language

    • Bash
    • Java
    • JavaScript
    • Kotlin
    • HTML & CSS

  • Expertise

    • Algorithms & Data structures
    • Performance
    • Operating systems
    • Databases
    • Source control

  • Frontend framework

    • Next.js
    • React.js
    • Vue.js
    • SvelteKit

  • Backend framework

    • Express.js
    • Quarkus
    • Spring
    • Strapi
    • Supabase

Get to know Tobias Lietke

Tobias Lietke

Architecting Production Ready AI Systems, Prototypes to Scalable Intelligence

  • FromGermany
  • Member sinceAug 2026
  • Avg. response time1 hour

  • Languages

    English
I bridge the Gap between "Vibe-Coded" Prototypes and Professional Software Engineering. Do you have an AI prototype that works in a sandbox but fails in production? I turn experimental AI concepts into robust, scalable, and secure software architectures. I am a Senior Software Architect with 15+ years of experience in high-stakes, complex systems. I specialize in grounding AI-generated software into the stable, secure, and high-performance engineering required for professional deployment.

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