You will get A custom AI agent or RAG chatbot using your business data
Top Rated

Top Rated

Project details
Turn your documents, website content, or internal knowledge into an AI assistant that gives useful, source-grounded answers. I will build a custom AI agent or RAG chatbot using OpenAI, Claude, or Gemini, with a secure backend and a clean chat interface or API.
Depending on the package, your solution can include document ingestion, vector search, citations, conversation memory, an admin upload area, user authentication, third-party API actions, analytics, testing, deployment support, and source code.
This service is ideal for customer support, employee knowledge, policy search, research, onboarding, and internal operations. It covers one clearly defined use case and the package limits shown. Model usage, hosting, vector-database, and other third-party fees are paid by the client.
For unsupported file types, regulated data, or a larger multi-agent system, request a custom offer through Upwork before ordering.
Depending on the package, your solution can include document ingestion, vector search, citations, conversation memory, an admin upload area, user authentication, third-party API actions, analytics, testing, deployment support, and source code.
This service is ideal for customer support, employee knowledge, policy search, research, onboarding, and internal operations. It covers one clearly defined use case and the package limits shown. Model usage, hosting, vector-database, and other third-party fees are paid by the client.
For unsupported file types, regulated data, or a larger multi-agent system, request a custom offer through Upwork before ordering.
AI Algorithms
Autoencoder, Convolutional Neural Network, Feedforward Neural Network, Generative Adversarial Network, Large Language Model, Long Short-Term Memory Network, Multimodal Large Language Model, Recurrent Neural Network, Transformer Model, Variational AutoencoderAI Applications
AI Chatbot, AI Content Creation, AI-Generated Code, AIOps, Automatic Speech Recognition, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Sequence Modeling, Speech Synthesis, Text RecognitionAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Gradio, Hugging Face, Microsoft 365 Copilot, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlowAI Models
BERT, BLOOM, ChatGPT, DALL-E, GPT-3, GPT-4, GPT-J, LLaMA, Midjourney AI, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$450
|
Standard
$1,200
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | ||
Model Documentation | - | ||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | ||
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | ||
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Frequently asked questions
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DL
Derek L.
Apr 25, 2026
Full stack Development team needed for marketplace extension and website
RW
Rachel W.
Jan 1, 2025
Enhance Existing Node.js/React App with Dashboard, Notifications, and Data Export
Ammar and his team did once again a fantastic job on our Node.js and React project. They delivered a user-friendly dashboard, real-time notifications, and smooth data export functionality. Highly recommend their expertise and timely delivery.
RK
Russell K.
Sep 28, 2024
Expert Needed for Global Phone Number Authentication Issue in iOS and Android Apps
This team made it once again! They quickly resolved our phone authentication issues on both iOS and Android. I'll connect for future project.
JM
John M.
Sep 19, 2024
Chrome Extention for Rewriting Tool compatible with any email platform
Ammar and his team were exceptional again. I got my AI Chrome extention delivered on time and would love to work with them again.
RW
Rachel W.
Aug 17, 2024
Node/React Dev (Requires GPT4/Claude.AI)
Working with Ammar and his team on my Node/React project was a great experience. Their communication skills were excellent as usual, and they were always available to answer questions. The project was delivered on time as well.
About Muhammad Ammar
Full-Stack AI Developer | AI Agents, SaaS, React, Node.js & Python
100%
Job Success
Orient, United States - 2:13 pm local time
My advantage is end-to-end product ownership. I can design the AI workflow and integrations, then build the frontend, backend, database, admin dashboard, billing system, and deployment architecture needed to turn it into a usable product not a disconnected prototype.
What I can help you build
• AI agents, RAG assistants, knowledge-base chatbots, and AI copilots
• AI workflow automation for customer support, sales, operations, and reporting
• SaaS MVPs with authentication, user roles, subscriptions, and admin dashboards
• API-driven web platforms using React, Next.js, Node.js, or Python/FastAPI
• CRM, payment, communication, and third-party software integrations
• Internal tools, dashboards, marketplaces, and business-process automation
• Improvements, debugging, and new features for existing production applications
Relevant Upwork experience
My recent work includes an AI SaaS platform with Next.js, Stripe, and multiple AI integrations; a ChatGPT-based master AI agent; Node.js and React dashboards with real-time notifications and data export; an AI-powered email rewriting Chrome extension; and cross-platform authentication and API integrations.
Core technologies:
AI: OpenAI, Claude, Gemini, AI Agents, RAG, embeddings, semantic search
Frontend: React, Next.js, JavaScript, TypeScript
Backend: Node.js, Python, FastAPI, REST APIs, GraphQL, webhooks
Databases and cloud: PostgreSQL, MongoDB, Supabase, Firebase, Docker, AWS
Automation and integrations: n8n, Make, Zapier, Stripe, Twilio, CRM APIs
Clients value my clear communication, practical architecture, and ability to build systems that can grow beyond the initial MVP. I work with transparent milestones, regular progress updates, maintainable code, and clear handoff documentation.
Share your product idea, current workflow, or technical bottleneck. I will help you identify the most practical solution and what should be built first.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Ammar can start the project.
Delivery time starts when Muhammad Ammar receives requirements from you.
Muhammad Ammar works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement gathering.
In this step, we review your business goals, chatbot use cases, target users, and automation requirements. This includes understanding where the chatbot will be used and what processes it should support.
AI Flow Design & Automation Planning
I design the conversational flows, decision logic, and automation triggers. This includes defining integrations with CRMs, databases, APIs, or workflow tools such as n8n or Zapier.



