Moiz Ahmed Mansoori
AI Assistants, RAG Chatbots & Business Workflow Automation
New to Contra
Moiz Ahmed is ready for their next project!
I built an AI wellness app that does more than generate responses.
It listens, remembers context, and responds with emotional guardrails in place. https://asksukoon.com/
Most “AI wellness” tools today are just chat interfaces with a mental health label attached.
AskSukoon was...
buildinpublicsaaswebsitefullstackaiAI DevelopmentSoftware DevelopmentFull Stack DevelopmentNext.jsPythonSupabase
Before you hire an AI developer, ask these 4 questions.
1) Can I see it working on my actual data?
Not a demo. Not a sample dataset. My data.
2) What happens when it gives a wrong answer?
Good AI systems fail safely. Bad ones fail silently.
3) Will I be able to use this without...
Most AI projects fail for one reason:
they start with the solution, not the problem.
This month I worked on 4 very different systems:
— A policy document turned into a searchable assistant
— A manual workflow turned into a fully automated pipeline
— An idea turned into a live AI...
Before you hire an AI developer, ask these 4 questions.
“Can I see it working on my actual data?”
Not a demo. Not a sample dataset. Your data.
“What happens when it gives a wrong answer?”
Every AI system fails sometimes. The difference is how it’s handled.
“Will I be able to use...
This week, a business will overpay for an AI tool they don’t actually need.
Not because the solution is complex.
But because no one showed them a simpler way.
Most AI problems aren’t AI problems.
They’re workflow problems.
Repetitive support questions.
Manual processes.
Systems...
