I will fix and improve your rag chatbot or llm app

S
sarmadsiddiq396
S
sarmadsiddiq396
Sarmad
fix and improve your rag chatbot or llm app
Full Screen
fix and improve your rag chatbot or llm app
Full Screen
Full Screen
fix and improve your rag chatbot or llm appfix and improve your rag chatbot or llm appfix and improve your rag chatbot or llm app

About this gig

Is your RAG chatbot giving wrong or irrelevant answers, running slowly, or costing too much? I'll find the cause and fix it.


What I review:

- Document chunking and embeddings

- Retrieval and re-ranking

- Prompts and tool calling

- Latency and API cost

- How answers are tested


What you get:

- Written findings in plain English

- Fixes applied to your code (or a pull request)

- A small test set so you can check quality yourself


Works with LangChain, LangGraph and custom Python pipelines.


Message me first with a short description of the problem and, if possible, repository access or a code sample. Work outside the agreed scope gets a new quote before it starts.

  • AI engine

    • GPT
    • Gemini
    • Llama

  • Programming language

    • Python
    • PyTorch
    • Tensorflow
    • Keras

Get to know Sarmad

Sarmad

AI Solutions Architect, Generative AI, RAG and Agentic Workflows

5.0(1)
  • FromPakistan
  • Member sinceFeb 2024
  • Avg. response time1 hour
  • Last delivery7 months

  • Languages

    Urdu, English
AI Solutions Architect | Enterprise RAG & Agents I engineer production-grade Generative AI infrastructure. I bridge the gap between raw LLMs and reliable business utility. My focus is on secure, scalable assets and not just scripts. The Engineering Standard: Precision: Hallucination-free RAG systems for strict data compliance. Autonomy: Programmable Agentic workflows for complex task execution. Delivery: Deployed Full-Stack apps (Next.js/FastAPI) where you retain full IP & data ownership.

My Portfolio

Other AI Development Services I Offer

Related tags