I will debug and improve your ai chatbot or llm app

M
merlinsmart
M
merlinsmart
Merlin
Sommige informatie wordt in het Engels weergegeven.
debug and improve your ai chatbot or llm app
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debug and improve your ai chatbot or llm app

Over deze dienst

Is your AI chatbot or LLM app giving inaccurate answers, behaving unpredictably, or underperforming? I'm here to fix and optimize it.


I specialize in debugging and improving AI systems powered by LLMs. Whether your chatbot suffers from hallucinations, poor response quality, high API costs, or weak user experience, I identify the root issues and turn your AI into a reliable, high-performing solution.


What I can do for you:

  • Debug chatbot errors and unstable behavior
  • Fix hallucinations and improve response accuracy
  • Optimize prompts and system instructions
  • Reduce API costs and improve efficiency
  • Enhance UX and conversation flow


Perfect for:

  • AI chatbots & SaaS applications
  • LLM-powered tools and automation systems
  • Businesses struggling with AI performance


Why choose me?

  • Practical, results-driven optimization
  • Clear communication and fast delivery
  • Focus on performance, accuracy, and cost savings


Your AI should work smoothly and deliver real value. Lets debug, optimize, and take your AI to the next level.


Message me before ordering to get started.

  • Frameworks

    • Flutter
    • React Native
    • SwiftUI
    • Ionisch
    • Jetpack Compose

  • Type app

    • Chat
    • Boeking
    • Educatie
    • sociaal netwerken
    • Financiën

  • AI engine

    • GPT

  • Programmeertaal

    • Go
    • JavaScript
    • Python
    • TypeScript
    • React

Maak kennis met Merlin

Merlin

Fix your AI: smarter answers, lower costs, better UX

  • Afkomstig uitVerenigd Koninkrijk
  • Lid sindsmrt 2026

  • Talen

    Engels, Spaans, Frans
I help businesses fix and optimize AI systems that don’t perform as expected. If your AI is giving wrong answers (hallucinations), costing too much, or delivering a poor user experience, I can turn it into a reliable and efficient tool. I specialize in improving GPT-based apps, chatbots, and LLM workflows by refining prompts, reducing API costs, and enhancing UX. My focus is simple: make your AI smarter, faster, and more cost-effective so it actually delivers real results for your business. Let’s transform your AI into something users trust.

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