AdvancedSoftware trackIN-CP-30

Responsible AI Audit of a Loan Approval Model

Internship role: AI Risk Intern. Audit a credit model on synthetic applicant data for bias by gender, region and income, explain its decisions, and write a model card with recommended controls.

10 Guided Steps120h Internship TierSubmit: GitHub repo or evidence pack + live demo / report + README + milestone logbookVerified CertificateAI Rubric Graded

Program Overview

Internship role: AI Risk Intern. Audit a credit model on synthetic applicant data for bias by gender, region and income, explain its decisions, and write a model card with recommended controls.

What you submit

GitHub repo or evidence pack + live demo / report + README + milestone logbook

Stack: Python, scikit-learn, fairness metrics, model cards

How it is graded

Works as specified30
Every feature in the brief runs end to end with real data, and the reviewer can follow the README to try it.
Code quality & design20
Clear structure, sensible names, input validation, no secrets in the repo, and a short note on the main design choices.
Testing & evidence20
Automated tests for the core paths, plus a live URL, screenshots or a short demo video.
Documentation15
README covers purpose, setup, how to run tests, and known limits.
Reasoning & presentation15
The write-up explains trade-offs and results in plain language, with numbers where they exist.

Pass 60% · Merit 75% · Distinction 90%

Learning Outcomes

120-hour India programme. RBI's digital lending guidelines push lenders toward explainable, fair credit decisions, so audit skills are in demand at banks and NBFCs.

Target Audience

Engineering Students

Diploma, B.Tech, B.E., BCA, MCA, or M.Tech students seeking practical experience.

Aspiring Developers

Developers who want to build proof-of-work capstone projects for tech resumes.

Job Seekers

Graduates looking for AI-evaluated code review & verified industry credentials.