I will build your ai web app with custom ai features


About this gig
Want AI in your product but not sure which feature actually makes sense for your business?
Most founders either skip AI entirely or add it too early ending up with a demo that looks impressive but slows the product down and confuses users.
I help you identify the right AI feature for your specific workflow, then build it into your web app properly. Not a chatbot bolted on. Not GPT wrapped in a UI. A real integration that improves how your product works.
What you get depending on the package:
Ready-to-use AI microservice, or full product integration depending on your package
Full-stack web app with one or more AI features integrated
Auth, backend, database and core product flows
RAG setup, self-hosted LLM or API-based integration
Clean, documented code deployed to your environment
Weekly demos so you always know what ships next
Why work with me?
I combine product thinking, full-stack execution and practical AI integration. The goal is not to ship something with AI it is to ship something useful.
Message me before ordering with your idea and current workflow. I will tell you which AI feature makes the most sense before
Get to know Andrew M.
Technical Partner for SaaS and Web App MVPs, Ship revenue ready products fast
- FromUkraine
- Member sinceApr 2026
- Avg. response time1 hour
Languages
English, Hungarian, Russian
My Portfolio
FAQ
Why should you choose me?
You get a technical partner who focuses on practical AI integration, not trendy implementation. I help you identify the right AI feature for your specific workflow before writing a single line of code.
What’s included?
Depending on the package: a ready-to-use AI microservice connecting to OpenAI, Claude or Gemini (Basic), or full product integration with backend, auth and database (Standard/Premium). Exact scope confirmed before we start.
What’s not included?
Paid API costs (OpenAI, Anthropic, etc.), model training data, large custom datasets, hosting fees, branding, copywriting and features outside the agreed scope are not included unless discussed in advance.
Which AI features can you build?
Chat assistants, RAG-based search, document processing, content generation, recommendation engines, workflow automation and self-hosted LLM integrations. If you have a specific use case — message me and I'll tell you if it fits.
Do I need an existing product, or can we build from scratch?
Both. I can integrate AI into your existing web app or build a new product with AI features from the ground up. The Blueprint package works for both starting points.
How do you decide which AI feature makes sense?
I start with your workflow and business goal, not with the technology. The right AI feature is the one that removes a real friction point — not the one that sounds most impressive in a demo.
What are the ongoing costs after delivery?
AI API usage (OpenAI, Gemini, etc.) is billed by your provider based on usage. I'll give you a cost estimate during planning so there are no surprises after launch.
Will I own the code after delivery?
Yes. Full source code ownership upon project completion within the agreed scope.
Should I message you before ordering?
Absolutely. AI integrations vary significantly in complexity and cost. A short conversation helps define the right feature, the right model and the right package before you commit.
How do you handle AI model updates or API changes after delivery?
Delivery includes documented, maintainable code. Post-delivery support for API changes is available as a separate engagement. I'll flag any known upcoming changes before we finalize the scope.
