You will get AI Integration for Web Apps (Chatbots, RAG & Automation)
Project details
I will integrate AI-powered features, chatbots, and automation systems into your web application to make it smarter, faster, and more efficient.
I dont just add basic AI tools I build real AI functionality inside your product, including chat systems, automation workflows, and intelligent backend features that improve how your application works in real-world use.
This service is ideal for startups, SaaS products, and businesses that want to enhance their platforms with practical AI capabilities that solve real problems.
I build clean, scalable integrations that are ready for production and easy to maintain.
What you get:
AI chatbot or assistant integration
AI automation features and workflows
Backend AI logic connected to your app
API integration with AI models (OpenAI, Claude, Gemini, Mistral, open-source LLMs, etc.)
Database-connected AI systems (when needed)
Clean, scalable code structure
Source code included
Technologies I use:
Node.js / NestJS
React / Next.js
PostgreSQL / MongoDB
Redis (for advanced workflows)
Multiple LLM providers depending on project needs
If you want to turn your application into an AI-powered product instead of a static system, I can help integrate.
I dont just add basic AI tools I build real AI functionality inside your product, including chat systems, automation workflows, and intelligent backend features that improve how your application works in real-world use.
This service is ideal for startups, SaaS products, and businesses that want to enhance their platforms with practical AI capabilities that solve real problems.
I build clean, scalable integrations that are ready for production and easy to maintain.
What you get:
AI chatbot or assistant integration
AI automation features and workflows
Backend AI logic connected to your app
API integration with AI models (OpenAI, Claude, Gemini, Mistral, open-source LLMs, etc.)
Database-connected AI systems (when needed)
Clean, scalable code structure
Source code included
Technologies I use:
Node.js / NestJS
React / Next.js
PostgreSQL / MongoDB
Redis (for advanced workflows)
Multiple LLM providers depending on project needs
If you want to turn your application into an AI-powered product instead of a static system, I can help integrate.
AI Development Type
Model TuningAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$950
|
|---|---|---|---|
| Delivery Time | 7 days | 15 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | - | |
Model Documentation | |||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$80 - $250
Vector Database Integration
(+ 2 Days)
+$120
Additional Revision
(+ 2 Days)
+$80
AI Model fine tuning
(+ 4 Days)
+$200Frequently asked questions
About Quentine
AI Product Developer & UX-Focused Software Engineer
Murang'a, Kenya - 12:40 am local time
As Founder of Awahnex Technologies, I design and develop full-stack web and mobile systems tailored for modern business needs, especially within emerging markets like Kenya. My work focuses on building practical digital growth systems that improve operations, customer engagement, and online presence.
I specialize in UX engineering, full-stack development, and AI integration, creating modern applications that are both technically robust and user-centered.
Technologies I work with include React, Next.js, NestJS, React Native, TypeScript, and AI systems such as RAG-based and agentic architectures. I also integrate real-world business tools like payment systems (e.g. M-Pesa) and communication platforms like WhatsApp into production systems.
Whether it’s:
• building a startup MVP
• developing an AI-powered feature
• designing a modern frontend experience
• architecting scalable backend systems
• or creating a complete digital product ecosystem
I focus on delivering clean, scalable, and user-centered solutions that help businesses grow and operate efficiently in a digital-first economy.
Steps for completing your project
After purchasing the project, send requirements so Quentine can start the project.
Delivery time starts when Quentine receives requirements from you.
Quentine works on your project following the steps below.
Revisions may occur after the delivery date.
AI Use Case Discovery
Review your application, business process, or idea to identify where AI can create the most value and define project requirements.
Solution Design & Integration Planning
Design the AI workflow, select the appropriate models, define data flow, and plan how the AI feature will interact with your existing systems.