Ethics, Law & Governance · Internship Role
PRIVACY ENGINEERING
Build privacy-by-design checklists and tools so products collect less, protect more, and respect user rights by default.
SKILLS YOU'LL WALK AWAY WITH
Privacy by designData mappingPrivacy threat modelling (LINDDUN)AnonymisationPrivacy tooling
PROOF-OF-WORK TASKS8 TASKS
Start at Beginner and work up. Every task produces something real you can show: a report, a tool, a guide or a demo. Publish it on LinkedIn or GitHub as your proof of work.
B
Beginner
LEVEL 01
- 01Map the personal data flow of an app you use daily (what it collects, where the data goes, who sees it) as a diagram, with a short critique.
- 02Write a 15-item privacy-by-design checklist for student developers building their first app.
- 03Explain pseudonymisation vs anonymisation, with real examples of 'anonymous' data being re-identified.
I
Intermediate
LEVEL 02
- 01Run a LINDDUN privacy threat model on a sample app (for example, a health tracker) and propose a fix for each threat.
- 02Build a small tool that scans a CSV or database export for personal data (emails, phone numbers, Aadhaar-like patterns) and masks it.
- 03Create a data retention and deletion policy for a startup, with a schedule for each data type.
A
Advanced
LEVEL 03
- 01Build a privacy review toolkit for product teams: an intake form, data map template, risk scoring, and a DPIA template aligned with DPDP.
- 02Apply differential privacy to a public dataset, measure the privacy/accuracy trade-off at 3 epsilon values, and explain the results for non-experts.
HAND-PICKED FREE RESOURCES5 RESOURCES
FREE COURSE
OpenMined
Free courses on privacy-preserving AI and data science.
VISIT RESOURCE
CODE REPO
Google Differential Privacy Library
Production-grade open-source differential privacy tools.
VISIT RESOURCE
ARTICLE GUIDE
NIST Privacy Framework
A practical framework for managing privacy risk.
VISIT RESOURCE
ARTICLE GUIDE
LINDDUN
The leading privacy threat-modelling method, with free cards and guides.
VISIT RESOURCE
ARTICLE GUIDE
OWASP Top 10 Privacy Risks
The most common privacy failures in web apps.
VISIT RESOURCE
