FERPA-Safe Student Success Early-Alert System
Internship role: Data Analyst Intern (Higher Ed). Flag at-risk students from LMS and attendance signals, with explainable scores and access controls that respect FERPA.
Internship role: Data Analyst Intern (Higher Ed). Flag at-risk students from LMS and attendance signals, with explainable scores and access controls that respect FERPA.
GitHub repo or evidence pack + live demo / report + README + milestone logbook
Stack: Python, SQL, scikit-learn, role-based dashboard
Signals: Milestone gates met; measurable result reported; documentation; deployment or evidence reachable; reflective log
- Functionality & requirements30
- Technical quality & architecture25
- Documentation15
- Deployment & evidence15
- Innovation10
- Presentation5
Pass 60% · Merit 75% · Distinction 90%
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.