You will get you will get your AI chatbot or agent debugged, fixed and optimized
Rising Talent

Project details
Your AI chatbot is live but something is wrong. It's hallucinating, giving off-topic answers, too slow, timing out, or costing way too much in API calls. You don't need someone to rebuild it from scratch you need someone who can diagnose what's broken and fix it fast.
What I fix:
• Hallucinations and wrong answers prompt engineering and retrieval fixes
• Slow or timing out responses async handling, streaming, caching
• High API costs token optimization, model routing, chunking strategy
• Broken context and memory conversation history architecture
• RAG retrieval failures reranking, chunk size, embedding model tuning
• LangChain or LlamaIndex pipeline errors chain debugging, tool call failures
• OpenAI, Claude, Gemini API errors rate limits, timeout handling, fallbacks
• n8n or Make.com AI workflow failures node debugging and restructuring
• Agent loops and stuck reasoning stop conditions and tool call fixes
How it works: share your codebase or describe the issue. I diagnose within 24 hours and deliver within the window. You get a written explanation of what was wrong not just a fixed file.
If I assess your issue and genuinely cannot fix it, I will tell you before any work begins.
What I fix:
• Hallucinations and wrong answers prompt engineering and retrieval fixes
• Slow or timing out responses async handling, streaming, caching
• High API costs token optimization, model routing, chunking strategy
• Broken context and memory conversation history architecture
• RAG retrieval failures reranking, chunk size, embedding model tuning
• LangChain or LlamaIndex pipeline errors chain debugging, tool call failures
• OpenAI, Claude, Gemini API errors rate limits, timeout handling, fallbacks
• n8n or Make.com AI workflow failures node debugging and restructuring
• Agent loops and stuck reasoning stop conditions and tool call fixes
How it works: share your codebase or describe the issue. I diagnose within 24 hours and deliver within the window. You get a written explanation of what was wrong not just a fixed file.
If I assess your issue and genuinely cannot fix it, I will tell you before any work begins.
AI Development Type
Deep Learning, Knowledge Representation, Recommendation System, Software MaintenanceAI Tools
Azure Machine Learning, BigDL, Chainer, deeplearn.js, Google AutoML, Keras, MATLAB, MLflow, NVIDIA AI Platform, OpenCVAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$200
|
Standard
$450
|
Advanced
$900
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 10 days |
Number of Revisions | 3 | 5 | 8 |
AI Model Integration | - | ||
Detailed Code Comments | |||
Knowledge Graph | |||
Model Documentation | |||
Ontology | - | - | |
Source Code | |||
Taxonomy | - |
Frequently asked questions
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iheb m.
Aug 31, 2025
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I really appreciate their attention to detail, problem-solving ability, and commitment to meeting deadlines. I would definitely recommend [Freelancer’s Name] to anyone looking for a dedicated and talented professional. I look forward to working with them again on future projects.
im
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Aug 26, 2025
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Great experience working with this freelancer! He delivered high-quality work on time and with excellent communication throughout the project. Very professional, skilled, and reliable. I highly recommend him and would definitely work with him again.
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I had a great experience working with this freelancer. They delivered high-quality work on time, communicated clearly, and were very professional throughout the project. I really appreciate their attention to detail and dedication, and I would definitely recommend them to anyone looking for reliable and skilled support.
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iheb m.
Aug 25, 2025
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The freelancer did an excellent job! The work was delivered on time, with great attention to detail and professionalism. Communication was smooth, and the final result exceeded my expectations. Highly recommended
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I’m very satisfied with the work delivered! The freelancer was professional, responsive, and delivered everything on time with great quality. I really appreciate the effort and dedication put into this project and would definitely recommend working with him.
About Nader
AI Mobile & XR Developer | Flutter | Unity | LLM Integration
Borj Cedria, Tunisia - 1:12 am local time
Chat assistants, AI coaching apps, LLM-integrated workflows, real-time AI features inside existing apps
— Enterprise XR & Unity simulations
Training simulations, serious games, AR/VR prototypes for industrial and medical clients, Photon multiplayer, cross-platform deployment
— Flutter apps from MVP to App Store
Full-cycle development: architecture, Firebase backend, payment integration, App Store + Play Store submission
Why clients work with me:
→ I've maintained a $10K+ long-term engagement for a single client — I'm not a one-project developer
→ Production-ready code with clean architecture, not copy-paste tutorials
→ I flag problems before they become blockers, not after
→ Fast response, honest timelines, zero scope surprises
Tech stack:
Flutter · Dart · Unity · C# · Firebase · Node.js · OpenAI API · Claude API · Gemini · REST APIs · Photon · AR Foundation · XR Toolkit · .NET · Angular · React · Figma
Flutter developer | Flutter app developer | AI mobile app developer | AI app development | Flutter Firebase | Flutter OpenAI integration | Flutter Claude AI | Flutter Gemini | Unity developer | Unity XR developer | Unity AR developer | Enterprise XR simulation | Unity training simulation | Serious game developer | Flutter iOS Android | Mobile app developer | Flutter MVP developer | LLM integration developer | AI chatbot mobile app | Flutter Node.js | Flutter full stack | Unity C# developer | Photon Unity multiplayer | Flutter in-app purchases | App Store submission Flutter | Flutter bug fix | Unity bug fix | Flutter web app | Flutter desktop | AR Foundation Unity | XR Toolkit Unity | Firebase Flutter | Flutter REST API | AI agent mobile app | Flutter Riverpod | Flutter BLoC | Flutter clean architecture
Steps for completing your project
After purchasing the project, send requirements so Nader can start the project.
Delivery time starts when Nader receives requirements from you.
Nader works on your project following the steps below.
Revisions may occur after the delivery date.
Agil
We will complete the project using agile methodology