Case Studies
Practice real-world case studies for CAT, interviews, and professional growth. Submit solutions and get evaluated by industry experts.
SOC Analyst Alert Fatigue — Metric Deep-Dive
SecureNet's SOC dashboard shows "mean time to detect (MTTD) improved 40% this quarter." But the SIEM...
Debugging a Log Rotation Pipeline — Manual Trace
A log-rotation cron job at LogShipper is silently deleting logs instead of archiving them. The manag...
Production Incident Postmortem — Incomplete Logs
An outage took down checkout for 40 minutes at ShopFast. Logs are partial — a log-rotation bug lost ...
Debugging a Silent Data Pipeline Failure
A nightly ETL job at DataForge is producing silently wrong output — no crash, just bad numbers downs...
Cloud Cost Runaway Diagnosis
CloudFin Corp's AWS bill jumped sharply in one month. The manager must trace the cause across servic...
Wildlife Trafficking Route Analysis
50 seizures of pangolin scales, tiger parts, and exotic birds over 3 years. Students will map comple...
Financial Portfolio Analytics Dashboard
Build a comprehensive investment portfolio analytics dashboard with risk metrics, performance tracki...
Healthcare Patient Analytics: Predictive Modeling Case
Use healthcare data to predict patient readmission risks and optimize treatment protocols. Apply dia...
ATM Cash-Out Fraud: Pattern Analysis and Prevention Strategy
Analyze ATM transaction data to identify coordinated cash-out fraud rings. Develop strategies to pre...
UPI Payment Fraud Detection: Real-Time Analytics for Digital...
With UPI processing 12 billion transactions monthly, fraud detection has become critical. Analyze UP...
Criminal Network Role Identification
Drug trafficking organization with 100 individuals needs hierarchical structure mapped. Students wil...
Mass Crime Scene Evidence Management
Coordinated terrorist attack resulted in 100+ casualties at 5 crime scenes. Students will develop ev...
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