Ask questions of a mobile money statement

A small app where you upload a statement CSV and ask “how much went on airtime in March?” in plain English.

B3BeginnerLockedArchitecture and tech stackAPIs and backend

Why this build, here

Small businesses in Zambia run on mobile money, and their books often start as a statement export. Letting a model write the query, and your code run and check it, is the pattern behind every “chat with your data” product.

The build, step by step

  1. Make a sample statement

  2. Let the model write the query, not the answer

  3. Sandbox the code

  4. Check the arithmetic

  5. Put a page on it

The steps, checks and practice open with a code

You can see what this lesson builds. The detail of each step, the finished-when checks and interview scoring come with the K850 practice, along with weekly build sessions and code review.

Codes come with the K850 practice. Book a place

Read and run

Interview practice

Questions on this topic from AI Engineering Interview Questions, company-wise, with the companies it lists. Write your answer the way you would say it; Jev scores it and DeepSeek tells you what to add.

Scoring opens with an access code. You can still read the questions and prepare.

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