You will get a production-ready AI layer integrated into your web architecture
Top Rated
Project details
Most developers connect an AI API to a button and call it an AI product. I integrate AI as a proper layer inside your web or SaaS architecture.\
Before development, I map the business workflow, user roles, data sources, privacy requirements, operating costs, and failure cases. I then connect OpenAI or Claude with your React or Next.js frontend, Node.js and TypeScript backend, PostgreSQL, Google Cloud, AWS or MongoDB database, authentication system, APIs, and administrative controls.
Depending on the package, your architecture can include structured AI outputs, RAG pipelines, document ingestion, embeddings, vector search, background processing, rate limiting, fallback logic, usage analytics, and AI cost monitoring.
The same secure backend can also support a Flutter, iOS, or Android mobile application, allowing your web and mobile products to share the same AI functionality, business logic, authentication, and data.
You receive maintainable source code, production deployment, and technical documentation, not a disconnected chatbot demo that breaks when real users arrive.
Before development, I map the business workflow, user roles, data sources, privacy requirements, operating costs, and failure cases. I then connect OpenAI or Claude with your React or Next.js frontend, Node.js and TypeScript backend, PostgreSQL, Google Cloud, AWS or MongoDB database, authentication system, APIs, and administrative controls.
Depending on the package, your architecture can include structured AI outputs, RAG pipelines, document ingestion, embeddings, vector search, background processing, rate limiting, fallback logic, usage analytics, and AI cost monitoring.
The same secure backend can also support a Flutter, iOS, or Android mobile application, allowing your web and mobile products to share the same AI functionality, business logic, authentication, and data.
You receive maintainable source code, production deployment, and technical documentation, not a disconnected chatbot demo that breaks when real users arrive.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
MLflow, Open Neural Network Exchange, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$4,500
|
Advanced
$8,500
|
|---|---|---|---|
| Delivery Time | 12 days | 21 days | 45 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | ||
Detailed Code Comments | - | - | |
Knowledge Graph | - | - | |
Model Documentation | - | - | |
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Frequently asked questions
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SH
Shakeel H.
Aug 19, 2024
Holy Grails
SH
Shakeel H.
May 6, 2024
Holy Grails
Hamza is great as always! Will definitely come back to do more work with Hamza.
SH
Shakeel H.
Jun 20, 2023
Holy Grails
Hamza has great communication and was able to deliver our project quickly. He kept us updated along the way and didn’t stop until it met our requirements. Hamza is great and we’ll use him for future projects! He jumped right into our project that was already going and picked up with no problems!
CH
Connor H.
Nov 24, 2022
Changes in existing app
A+ job from Hamza!
ED
Edward D.
Apr 13, 2022
I need someone to help me with my app-iOS and Android
So Hamza started working with me he is a pretty smart person that he was always in touch with me . we did weekly calls for he can keep me in touch of all details , as you may know communication is so important. I recommend him 100% im going to order more soon, Pretty SMART guy and also a really good person. fast delivery but the most important thing is that he made pure quality 10/10. everything is working perfectly and the tasks that i ordered to him not to many people can solve them.
About Hamza
Full Stack Engineer | Technical Partner | AI Integration Expert | SaaS
100%
Job Success
Coimbra, Portugal - 2:59 am local time
I don’t just do development, I'm your tech partner who scales your business as well.
Developers write code.
They list React, Next.js, Node.js, MongoDB, and PostgreSQL on their profile like a grocery receipt.
They build what you asked for, deliver it, and disappear.
You are left with a product that breaks when it grows, a codebase no one else understands, and a roadmap that makes zero business sense.
“That is not what I do.”
I am a technical operator.
I help founders and business owners make smart decisions about technology.
Before I write one line of code, I ask the real questions.
- What is the actual problem?
- What will move revenue?
- What should we NOT build right now?
- Where is the hidden complexity that will cost you $40,000 to fix later?
I have spent 7+ years helping founders build AI products, SaaS platforms, and internal tools that work inside real businesses.
“Not just on a demo call.”
When your project needs OpenAI, Claude API, or RAG pipelines, I know what to build and what to skip.
When it needs Stripe payments, user roles, or a system that supports thousands of users, I have made those decisions enough times to know where things go wrong.
Here is the simple truth:
Ten thousand developers are refreshing this platform right now. They want to complete your task and move on.
I want to understand your business and help you win.
They optimize for the ticket.
I optimize for your outcome.
“If you need someone to follow instructions, hire them.”
If you need someone who can look at your idea, tell you what is broken, fix the scope in 20 minutes, and build the version that actually makes you grow, send me a message.
Steps for completing your project
After purchasing the project, send requirements so Hamza can start the project.
Delivery time starts when Hamza receives requirements from you.
Hamza works on your project following the steps below.
Revisions may occur after the delivery date.
Business Goal & AI Use Case
I clarify the business problem, target users, expected AI output, and success criteria. We define where AI creates real value and remove ideas that add cost without improving the product.
Existing Architecture Review
I review your frontend, backend, database, authentication, APIs, hosting, and current workflows to identify the safest and most scalable way to integrate AI.