You will get Custom RAG Chatbot & LLM Agent – Automate Workflows with n8n
Project details
Stop wasting hours answering repetitive questions or manually moving data between systems let an AI agent turn your knowledge base into real‑time answers and trigger tasks for you.
I build tailored AI agents and chatbots that do more than chat they understand your unique data, learn from your workflows and automate tasks so you can focus on strategy. Using Retrieval‑Augmented Generation (RAG) and state‑of‑the‑art Large Language Models, I create systems that fetch up‑to‑date information from your documents and databases before responding, ensuring answers are accurate and grounded in your sources.
Deliverables
• Custom RAG pipeline built with OpenAI + LangChain/Llama‑Index, fine‑tuned on your data.
• Data ingestion from multiple sources and storage.
• Interactive chatbot UI
• Workflow automation via n8n or Zapier
• API endpoint or SDK for integrating the chatbot into your website/app.
• Documentation and hand‑over session
Why Choose Me?
• Outcome‑focused
• Full‑stack expertise: From data ingestion and vector DBs to prompt engineering and n8n
workflows, I manage the entire pipeline so you don’t need multiple vendors.
• Clarity and support
• Security & compliance
I build tailored AI agents and chatbots that do more than chat they understand your unique data, learn from your workflows and automate tasks so you can focus on strategy. Using Retrieval‑Augmented Generation (RAG) and state‑of‑the‑art Large Language Models, I create systems that fetch up‑to‑date information from your documents and databases before responding, ensuring answers are accurate and grounded in your sources.
Deliverables
• Custom RAG pipeline built with OpenAI + LangChain/Llama‑Index, fine‑tuned on your data.
• Data ingestion from multiple sources and storage.
• Interactive chatbot UI
• Workflow automation via n8n or Zapier
• API endpoint or SDK for integrating the chatbot into your website/app.
• Documentation and hand‑over session
Why Choose Me?
• Outcome‑focused
• Full‑stack expertise: From data ingestion and vector DBs to prompt engineering and n8n
workflows, I manage the entire pipeline so you don’t need multiple vendors.
• Clarity and support
• Security & compliance
Machine Learning Tools
Accord.NET Framework, Apache MXNet, Azure Machine Learning, BERT, ChatGPT, Databricks MLflow, Deeplearning4j, GoLearn, Google AutoML, GPT-3, Kubeflow, Microsoft Excel, MLflow, NLTK, NumPy, NVIDIA AI Platform, pandas, Python, PyTorch, scikit-learn, SQL, Stanford CoreNLP, TensorFlow, TextBlob, Vertex AIWhat's included $100
These options are included with the project scope.
$100
- Delivery Time 1 day
- Number of Revisions 1
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SM
Sebastian M.
Mar 7, 2025
Seeking AI-Based Customer Support Providers- Paid survey
SJ
Specimen J.
Feb 4, 2025
Need skilled & detail-oriented developer with ongoing
maintenance & small updates.
It was a pleasure to work with Muhammad Awais! He quickly identified and resolved the issue with our website’s search functionality, ensuring it worked perfectly. His communication was clear, and he provided thorough documentation of the work done. Highly recommended for any website maintenance tasks.
About Muhammad
AI Developer | Python, React, SaaS & Automation
100%
Job Success
London, United Kingdom - 12:16 pm local time
I use AI/ML, Python, LangChain, OpenAI, and low-code platforms not just as “tools,” but as ways to solve problems in a way that saves time, reduces complexity, and increases impact.
Every project I take on starts with understanding your goals and ends with a working solution that feels simple for your users but is powerful under the hood.
If you’d like, we can set up a quick 15-minute consultation to map out how AI and automation can quietly boost efficiency in your project before writing a single line of code.
Most of my clients end up discovering ideas they hadn’t considered before, whether it’s embedding AI into customer experiences, cutting down manual work through automation, or simply modernizing a system so it actually scales.
I work across AI, machine learning, and low-code/no-code platforms to design applications that feel intuitive but are powered by serious technology under the hood.
Tools I use regularly include:
✅Python (ML, automation, AI workflows) , TensorFlow, PyTorch, Scikit-learn
✅Bubble.io & Xano (low-code development for SaaS and web apps)
✅LLMs & Generative AI (chatbots, AI agents, RAG pipelines, NLP)
✅APIs, integrations & cloud services (AWS, Azure, GCP)
✅Node.js, Django, FastAPI
✅Databases (PostgreSQL, MongoDB, MySQL)
Some of the projects I’ve delivered recently:
✔ AI-powered tools for health tech & EMR systems (streamlining patient data & workflows)
✔ FinTech solutions using ML for predictions, risk scoring, and fraud detection
✔ Scalable SaaS products built with Bubble.io + custom AI features
What makes me a bit different is that I don’t just “code features.” I think about how AI and modern tech trends can fit into your business model to grow revenue, save costs, or unlock something new.
If you’re looking for someone who brings fresh, practical ideas and can turn them into working products, let’s set up a quick chat.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
consultation call
Let’s discuss your use case I’ll assess your data sources, recommend the right architecture and deliver a custom RAG chatbot that drives real results. Message me today to get started!