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You will get a custom AI web app from idea to a real working system
Project details
I have already built a real AI web app from scratch: mindnests.me
Most AI projects fail not because of technology, but because of poor system structure.
I help turn your idea into a clear, scalable AI product — from concept to a working prototype.
Instead of jumping straight into development, I focus on designing the right structure first. This ensures your product works reliably and can scale as you grow.
Many AI ideas fail not because they are bad, but because they lack structure.
Without a clear system design, projects become difficult to manage and scale.
This project is ideal for:
• Founders with an AI idea but no clear structure
• Teams that need a prototype before full development
• Businesses exploring AI-driven products
What you get depends on the package:
• Starter: System design and technical direction
• Standard: A working prototype
• Advanced: A functional AI system
Important notes:
• This is not full production development
• Hosting and deployment are not included
• Work is delivered as design, prototype, or source code
Most AI projects fail not because of technology, but because of poor system structure.
I help turn your idea into a clear, scalable AI product — from concept to a working prototype.
Instead of jumping straight into development, I focus on designing the right structure first. This ensures your product works reliably and can scale as you grow.
Many AI ideas fail not because they are bad, but because they lack structure.
Without a clear system design, projects become difficult to manage and scale.
This project is ideal for:
• Founders with an AI idea but no clear structure
• Teams that need a prototype before full development
• Businesses exploring AI-driven products
What you get depends on the package:
• Starter: System design and technical direction
• Standard: A working prototype
• Advanced: A functional AI system
Important notes:
• This is not full production development
• Hosting and deployment are not included
• Work is delivered as design, prototype, or source code
Web Programming Project
API Development, API IntegrationProgramming Languages
JavaScript, TypeScriptCoding Expertise
Localization, Performance OptimizationWhat's included
| Service Tiers |
Starter
$200
|
Standard
$700
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 5 days | 14 days | 21 days |
Number of Revisions | 1 | 2 | 3 |
Source Code | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$50Frequently asked questions
About Akiyoshi
AI-Powered Product Designer & Web Application Developer
Yokohama, Japan - 8:19 am local time
I am not just a developer — I think in terms of how a product works, how users interact with it, and how information flows through the system.
Recently, I built and launched my own SaaS product, focused on organizing thoughts and reducing cognitive load. Instead of accumulating information, it is designed to filter and structure it over time. This reflects how I approach product design in general.
My background includes full-stack web development using Angular, TypeScript, and API integrations, as well as experience working in international environments (India and China).
I use AI tools such as the OpenAI API to accelerate development, but the core value I provide is in designing systems and experiences, not just implementing features.
If you need more than just coding — if you need someone who can think through structure, UX, and product direction — I can help.
Steps for completing your project
After purchasing the project, send requirements so Akiyoshi can start the project.
Delivery time starts when Akiyoshi receives requirements from you.
Akiyoshi works on your project following the steps below.
Revisions may occur after the delivery date.
Understanding your idea
I review your idea and goals to clearly define scope, priorities, and what success looks like.
Designing the system
I design a clear and scalable system structure so your AI product works reliably and can grow.




