flow-pie/chamaa.api

AI-powered credit scoring

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#61 opened on Nov 2, 2025

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good first issue

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Description

Integrate ML model predicting creditworthiness. Expose endpoint /api/v1/credit/score.

Contributor guide

Research direction
Explore how to integrate a pre trained ML model into the API endpoint /api/v1/credit/score. Look for examples of serving ML models with a web framework, handling input/output, and deploying the model alongside the app.
Tech stack
None
Domain
backendmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Machine learningREST API basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30