You will get SQLite, SQL database designed and connected to your app or automation
Project details
You will get a properly designed SQLite database clean schema, correct keys, and structure that actually fits your data, not a generic template.
I recently built a full order-management system for a local business: a Fast API backend, a normalized SQLite database, and an automated SMS pipeline. I designed the schema from scratch — splitting flat, repetitive data into related tables connected by foreign keys — and verified the work using real query plans and transaction testing, not just assumptions.
I work carefully: understanding your data first, designing before building, and testing against real (sometimes messy) data rather than only the happy path. You'll get the database file, the SQL behind it, and a short explanation so you or your developer can maintain it confidently.
I'm early in my professional freelance journey and upfront about that — but everything I show you is real, working code, not tutorial exercises. Message me before ordering if your project has specific requirements — happy to scope it properly first.
I recently built a full order-management system for a local business: a Fast API backend, a normalized SQLite database, and an automated SMS pipeline. I designed the schema from scratch — splitting flat, repetitive data into related tables connected by foreign keys — and verified the work using real query plans and transaction testing, not just assumptions.
I work carefully: understanding your data first, designing before building, and testing against real (sometimes messy) data rather than only the happy path. You'll get the database file, the SQL behind it, and a short explanation so you or your developer can maintain it confidently.
I'm early in my professional freelance journey and upfront about that — but everything I show you is real, working code, not tutorial exercises. Message me before ordering if your project has specific requirements — happy to scope it properly first.
Database Type
SQLite, PostgreSQLWhat's included
| Service Tiers |
Starter
$25
|
Standard
$60
|
Advanced
$120
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 2 | 3 |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$10 - $15
Additional Revision
+$10About Mnqobi
Automation Engineer
Cape Town, South Africa - 2:12 am local time
My core stack: Python (FastAPI), SQL/SQLite, n8n, and integrations with HubSpot, Google Workspace, and SMS platforms, deployed on Railway.
Two recent projects show how I work:
→ Order management system for a retail brand: I replaced a manual Google Sheets workflow with a FastAPI backend, a normalized SQL database, a staff dashboard, and an automated SMS pipeline via n8n — customers now get real-time order updates with zero manual steps.
→ HubSpot CRM lead-capture pipeline: webhook intake → automatic Contact/Deal creation → Google Sheets logging → email notifications. I stress-tested this against messy real-world input and fixed several bugs before calling it done — inconsistent field naming, malformed data crashing the CRM's API, phone number formatting issues.
What I bring to a project:
- I scope carefully before starting — I'd rather ask a clarifying question upfront than guess and rebuild later
- I test against real, messy data, not just the happy path
- I communicate clearly about progress, blockers, and tradeoffs
- I document what I build so it's maintainable, not just working
I'm early in my professional freelance journey, and I'm upfront about that — but the systems I've built are real, deployed, and currently running. Happy to walk through either project in a call before you decide to hire.
Steps for completing your project
After purchasing the project, send requirements so Mnqobi can start the project.
Delivery time starts when Mnqobi receives requirements from you.
Mnqobi works on your project following the steps below.
Revisions may occur after the delivery date.
Understand your data and requirements.
I'll review what you're storing and how it's used, then ask any clarifying questions before designing anything — so the database actually fits how your app or business works.
Design the database schema.
I map out tables, relationships, and keys based on your data — normalizing where it makes sense so information isn't duplicated or hard to maintain.