I will debug, fix, and optimize your ai chatbot, rag llm app, mobile or web issues fast


Level 1
About this gig
Struggling with your AI chatbot or RAG LLM application?
I will quickly debug, fix, and optimize your AI-powered mobile app, web app, or chatbot so it runs smoothly, costs less, and performs better.
As a specialized AI Software Engineer with deep experience in full-stack development, RAG systems, LLM integration (OpenAI, Grok, Anthropic, Llama, etc.), LangChain/LangGraph, vector databases, and mobile/web frameworks, I solve complex problems that many developers struggle with.
Common issues I fix fast:
- Chatbot not responding correctly or giving hallucinations
- High token usage and expensive API costs
- Slow retrieval or poor RAG performance (chunking, embeddings, vector search issues)
- Integration bugs between frontend, backend, and LLM
- Full-stack web/mibile problems (Next.js, React, React Native, Node.js, FastAPI, etc.)
Why choose me?
- Focused on micro-fixes fast turnaround for debugging & optimization
- Clean, production-ready solutions with explanations
- Experience building and maintaining real-world RAG chatbots & AI apps
- Clear communication
What I need from you:
- Describe the issue (error logs, screenshots, repo link if possible)
- Tech stack details
- Expected behaviour vs current
Get to know M.Abdullah
Fullstack Developer
Level 1
- FromPakistan
- Member sinceJun 2017
- Avg. response time1 hour
- Last delivery1 month
Languages
Urdu, English, German
My Portfolio
FAQ
What issues do you fix?
I debug and optimize AI chatbots, RAG systems, LLM apps, high token usage, hallucinations, slow performance, and integration bugs in mobile (React Native) and web (Next.js, Node.js, FastAPI) applications
What do I need to provide?
Please share a clear problem description, error logs, screenshots, your tech stack, and repo link if possible.
Can you reduce token usage and costs?
Yes, this is one of my specialties - I optimize RAG pipelines and prompts to lower LLM costs significantly.
Which tech stacks do you support?
OpenAI, Groq, Anthropic, LangChain, LlamaIndex, Pinecone, Weaviate, React Native, Next.js, Node.js, Fast api and more.
Should I message you before ordering?
Yes, please message me first with your issue details so I can confirm I can help and give you the best package recommendation.

