Live 1:1 • 6 sessions • Build your use case • English + العربية
Ship a production-minded MVPFor ResearchersDoha, Qatar
The cost of intelligence is going to zero. The value of people who can implement systems with AI is going up.
In 6 sessions, we build a real use case from your work — and you learn the fundamentals to keep shipping.
Founding: $249 (50% off) • Standard: $499 • 6 sessions
Explore: more for Researcher in Doha • ship a production-minded mvp across professionals in Doha
Common pain points
- • Too much manual data wrangling
- • Reproducibility and structure are hard
- • You need systems thinking to scale work
What you’ll be able to do
- • Build data pipelines + dashboards
- • Learn production-minded basics
- • Turn experiments into usable tools
Example builds
- • Data collection app
- • Annotation tool
- • Research ops dashboard
What we build together
- • A real app with auth (if needed), database, and core workflows
- • A deployable MVP you can iterate on
Concrete use case ideas (examples)
- • Data collection app + export
- • Annotation tool (simple + structured)
- • Research ops dashboard
We’ll adapt this to your exact context in the fit call.
What you learn (fundamentals)
- • System design basics
- • Databases + API design
- • Frontend + backend fundamentals
The 6-session plan (high-level)
Session 1: Scope the use case
- • Define users + workflow
- • Turn idea into a buildable spec
- • Pick the simplest path to ship
Session 2: Architecture + stack
- • Frontend/backend boundaries
- • Data model + API plan
- • Repo setup + deployment target
Session 3: Backend + database
- • CRUD + validation
- • Error handling
- • Seed data + migrations
Session 4: Frontend + UX flow
- • Forms + states
- • Edge cases
- • Hook UI to real data
Session 5: AI feature (optional)
- • Structured outputs
- • Guardrails
- • Test failure modes
Session 6: Production readiness
- • Env vars + logging
- • Basic testing
- • Deploy + handoff checklist
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