Question 1

What kind of AI products do you build?

Accepted Answer

I build production-grade AI systems — not just prototypes. This includes RAG pipelines that give your product real knowledge retrieval, agentic workflows that automate complex business processes, conversational AI with memory and context, computer vision systems, and custom deep learning models. I integrate these into polished Flutter mobile apps and web dashboards, so you get a complete product — not just a model.

Question 2

What's the difference between 'AI integration' and what you do?

Accepted Answer

Most developers "integrate AI" by making API calls to GPT and displaying the response. I engineer the full AI system — retrieval architecture, prompt engineering, agent orchestration, fallback handling, cost optimization, and monitoring. The difference is whether your AI feature works reliably at scale or breaks the moment real users touch it.

Question 3

You're a Fiverr Vetted Pro — what does that mean?

Accepted Answer

Fiverr's Vetted program accepts the top 1% of freelancers globally. I'm vetted specifically in Mobile App Development, which means Fiverr has independently verified my skills, track record, and client satisfaction across 170+ projects. It's an additional layer of trust beyond my portfolio and reviews — not a self-claimed badge.

Question 4

How do you handle AI cost and reliability in production?

Accepted Answer

Production AI has two failure modes: it breaks, or it costs too much to run. I address both. For reliability: fallback chains, error handling, and graceful degradation so your product keeps working even when an API is down. For cost: smart caching, right-sizing models to tasks, and token optimization.

Mindful Melodies — Meditation & Affirmation App

Key Features

Technology Stack

Ready to Build Something Like This?