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1. Brain-Tumor-MRI-Classification-Using-Deep-Learning Brain-Tumor-MRI-Classification-Using-Deep-Learning Public

   Comparative evaluation of Custom CNN, VGG16, ResNet50 and EfficientNetB0 for multiclass brain tumor classificationusing MRI Images

   Jupyter Notebook

2. NetworkSniffer NetworkSniffer Public

   Python packet sniffer with real-time anomaly detection (plaintext credentials, port scans, risky services), built and framed as a network visibility tool for a financial-services environment.

   Python

3. Bank-Security-Systems-Integration Bank-Security-Systems-Integration Public

   Systems-analysis case study: unifying a bank's physical & electronic security systems (CCTV, access control, fire, comms) under one monitoring architecture, with a working access-control config gen…

   HTML

4. PhishingAwarenessTraining PhishingAwarenessTraining Public

   Interactive phishing-awareness training module ; 8 realistic banking/mining-sector scenarios with live scoring, red-flag breakdowns, and an incident-response playbook. No frameworks, runs standalone.

   HTML

5. SecureCodingReview SecureCodingReview Public

   Secure code review of a sample banking application,10 vulnerabilities identified (SQLi, broken access control, XSS, CSRF) via manual review + Bandit, remediated and verified with a re-scan.

   Python