Engineers Clinic
AdvancedEngineering trackUS-CP-43

EV Battery Second-Life Grading Platform

Internship role: Battery Analytics Intern. Grade retired EV modules for second-life storage from test data, estimate residual value and recommend pack assembly; measured against a manual grading set.

10 Guided Steps480h Internship TierSubmit: GitHub repo or evidence pack + live demo / report + README + milestone logbookVerified CertificateAI Rubric Graded
Program Overview

Internship role: Battery Analytics Intern. Grade retired EV modules for second-life storage from test data, estimate residual value and recommend pack assembly; measured against a manual grading set.

What you submit

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

Stack: Python, impedance and capacity test data, scikit-learn

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
480-hour United States programme. The US battery-recycling and second-life sector is scaling with IRA incentives.
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.