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Productized AI app
SlotShield AI
A productized AI web app with modern UI, Vercel deployment, mapped GitHub repo, and screenshot-backed portfolio evidence.
Year
2025
Role
End-to-end delivery
Category
Productized AI app
Status
Live · shipped
Next.jsVercelOpenAIPostgreSQL
01Outcome
A shipped, live product with repo, deployment, and evidence — not a demo video.
3 weeks
Time to ship
CI/CD
Deploy pipeline
78%
Test coverage
Live
Status
02The challenge
Ideas stall between prototype and production. This one needed to cross the line end to end.
03Approach
- 01
Product scoping around one sharp workflow instead of a feature sprawl.
- 02
Auth, billing, and rate limiting wired from day one.
- 03
CI/CD to Vercel with preview deployments per branch.
- 04
Documented handoff so another team can own it.
04Build context
Stack in production
Next.jsVercelOpenAIPostgreSQL
Delivery shape
- Discovery & workflow map
- Sliced delivery, weekly demos
- Perf + cost verification
- Documented handoff
10Get in touch
Bring the product pressure,
the constraints, and the
expected business outcome.
Send the desired outcome, the users, the current bottleneck, the stack, and the timeline. You'll get a practical senior engineering path for the build — not a brochure.