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How to Build an AI-Powered MVP in Just 2 Weeks (Step-by-Step Guide Using AI & Shaker’s Kit)

March 21, 2025

Faq’s

Frequently Asked Questions

Here are some of the most common questions about my services, focusing on AI/LLM integration, backend development, DevOps, and MVP planning. If you don’t see your question here, feel free to get in touch

How do you approach AI/LLM integrations, and what benefits can they bring to my project?

I start by understanding your business objectives—whether it’s automating workflows, enhancing user experiences, or providing data-driven insights. From there, I design or integrate LLM-powered solutions such as retrieval-augmented generation (RAG) pipelines or intelligent agents, ensuring you see tangible ROI through faster decision-making, improved user engagement, or reduced manual effort.

I need a secure, scalable backend. What technologies do you typically use?

My go-to stack includes Python (FastAPI, Django, Flask), microservices architectures, and robust data storage options like PostgreSQL and MongoDB. I also leverage event-driven frameworks and advanced caching layers to handle high traffic without compromising on security or performance.

Can you help me integrate AI/LLM features into my existing system rather than starting from scratch

Absolutely. Many clients already have a working platform but want to add or improve AI-driven capabilities. I’ll assess your current architecture, identify integration points, and build a roadmap to seamlessly add the intelligence you need without disruptive overhauls.

We have an idea but aren’t sure where to start. Do you offer MVP planning?

Yes. My consulting and MVP services are designed to validate your concept swiftly. I’ll help you scope the core features, create rapid prototypes, and set realistic timelines and budgets. This approach helps you launch quickly and gather valuable feedback before investing in full-scale development.

Do you provide ongoing support after the project launch?

Certainly. I believe in long-term partnerships. After launch, I can offer maintenance, feature enhancements, performance tuning, and AI model updates to ensure your solution remains aligned with evolving business needs.

Blog

Articles

How to Build an AI-Powered MVP in Just 2 Weeks (Step-by-Step Guide Using AI & Shaker’s Kit)

Frequently Asked Questions

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