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$
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I will develop a custom rag system and ai chatbot for your private data
Muhammad R
About this gig
Turn your private data into an intelligent AI Assistant!
Are you looking for a secure AI system that knows your business data? I am an AI/ML Engineer and Fullstack Developer with a Huawei Cloud Developer Associate (HCCDA-AI) certification. I specialize in building RAG (Retrieval-Augmented Generation) systems that provide accurate, hallucination-free answers.
What I Offer:
- Custom RAG Pipelines: Chat with your PDFs, SQL Databases, or Websites.
- LLM Integration: OpenAI (GPT-4), Claude 3.5, or Open Source (Llama 3).
- Vector Search: Expert setup with Pinecone, ChromaDB, or Milvus.
- Fullstack Solutions: Sleek React.js frontends and robust Python (FastAPI) backends.
- Cloud Deployment: Professional hosting on Huawei Cloud or AWS.
Why Hire Me?
- Certified Specialist: Huawei Cloud AI Certified.
- Academic Background: Graduate of the University of Management and Technology (UMT).
- Privacy Focused: I ensure your data is handled securely.
- End-to-End: I handle the AI logic, backend, and frontend UI.
Please message me before placing an order to discuss your project!
Get to know Muhammad R
Muhammad R
AIML Engineer
- FromPakistan
- Member sinceJan 2026
- Avg. response time1 hour
Languages
English
I am Muhammad Rizwan Babar, an AI/ML Engineer and Data Scientist and Fullstack developer. I am Huawei Cloud Certified (HCCDA-AI) and a graduate of the University of Management and Technology.
I specialize in:
AI & Machine Learning: Developing and deploying cloud-based models.
Python Development: Building clean, efficient automation and backend logic.
Data Science: Turning complex data into clear, actionable insights.
FAQ
1. What data formats can you use for the RAG system?
I can integrate almost any data source, including PDFs, CSVs, TXT files, SQL databases, and even live website URLs. Using tools like LangChain, I ensure your data is processed efficiently into a vector database for fast retrieval
2. Do I need to provide my own API keys (OpenAI/Anthropic)?
Yes, typically you will provide your own API key (like OpenAI GPT-4 or Claude). However, if you prefer to keep your data 100% private, I can set up Open Source models (like Llama 3 or Mistral) that run locally or on your own private cloud.
3. Can you deploy the application to a live server?
Absolutely. As a Huawei Cloud Certified (HCCDA-AI) developer, I can deploy your fullstack application to Huawei Cloud, AWS, or Azure. I ensure the backend is secure and the React frontend is responsive and fast.
4. Is my private data safe during the training/RAG process?
Yes. Unlike standard ChatGPT, a RAG system does not 'train' the model on your data in a way that others can see it. Your data stays in a secure Vector Database, and only relevant snippets are sent to the AI to answer specific questions.
5. Can you build a custom user interface for the AI?
Yes, that is the benefit of my Fullstack expertise. I don't just provide a script; I can build a modern, professional dashboard using React so your team or clients can interact with the AI easily.
