Demo Moderate 4 milestones 100 marks

Build a Patient Triage Chatbot

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

Enroll as Student Mentor this project

Milestones

Available mentors

Enrolled students

Core skills

About this project

Build a Patient Triage Chatbot — design and implement a conversational agent that asks patients about their symptoms and routes them to the right specialist. Use an LLM API + a rules-based fallback. Evaluate accuracy on a hand-curated test set of 50 cases.

Milestones

1. Symptom Taxonomy & Test Set

15 marks 5d

Define the 50 test cases as (symptom-set, correct-specialist) pairs. Justify your taxonomy.

2. Prompt Design + Rules Fallback

25 marks 10d

Draft the LLM prompt with few-shot examples. Define rules for high-stakes red flags (chest pain, anaphylaxis, etc.) that override the LLM.

3. Working Prototype (Flask)

30 marks 15d

Ship a REST endpoint /triage that accepts patient text and returns specialty + confidence. Demo with 3 sample inputs.

4. Evaluation & Failure Analysis

30 marks 20d

Run on the 50-case test set. Compute accuracy, list failure modes, and propose mitigations.

Open internships using this project -->

Open internships using this project 1

Verified companies are actively hiring interns to work on this exact project. Apply directly.

ML Intern — Healthcare Triage System

TechCorp Innovations · Remote · 12w

₹15,000/mo 3 of 3 seats

Work on a real triage chatbot deployed in 3 clinics. You'll own a milestone, ship to prod, and present at our all-hands.

Apply now

Skills you'll learn

PythonPrompt engineeringNLP basicsREST APIsUnit testing

Tools used

Python 3.11OpenAI/Anthropic SDKFlaskPostmanGitHub

Prerequisites

Programming fundamentals; familiarity with one OpenAI/Anthropic SDK; intro to NLP

Available mentors

No mentors have signed up for this project yet.

Be the first to mentor

You'll earn — Certificate (PDF)

AICTE-aligned Project Completion Certificate

A formal, audit-ready PDF certificate issued by Assessfy + your institute on successful completion. Includes AICTE credit hours, your evaluator's signature, and a QR code for third-party verification.

AICTE-aligned

Certificate of Project Completion

This is to certify that

has successfully completed the project

Build a Patient Triage Chatbot

Scan to Verify

Date

Signature

Auto-issued on completion QR-verifiable

You'll earn — Digital Badge

Shareable LinkedIn / Resume Skill Badge

A compact, verifiable Open-Badges-2.0-compliant digital credential. Add to your LinkedIn profile, GitHub README, or resume in one click. Recruiters can validate authenticity via a unique URL.

Moderate

Build a Patient Triage Chatbot

Assessfy

Auto-issued on completion One-click LinkedIn add