Student Mental-Health Signposting Chatbot (Non-Clinical)
Internship role: Software Developer Placement. A retrieval-only assistant that points students to university and NHS services, escalates crisis keywords immediately and never gives clinical advice; evaluated with a red-team set.
Internship role: Software Developer Placement. A retrieval-only assistant that points students to university and NHS services, escalates crisis keywords immediately and never gives clinical advice; evaluated with a red-team set.
GitHub repo or evidence pack + live demo / report + README + milestone logbook
Stack: Next.js, LLM API with strict retrieval, university policy docs
- 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%
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.