Engineers Clinic
IntermediateEngineering trackIN-CP-19

Predictive Maintenance for Manufacturing

Detect developing machine faults from vibration data and build the cost model for when early intervention actually pays.

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

Detect developing machine faults from vibration data and build the cost model for when early intervention actually pays.

What you submit

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

How it is graded

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%

Learning Outcomes
120-hour India programme. Maps to Make-in-India manufacturing and the SIH smart automation theme.
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.