Projects

Selected work across Ph.D. research code, interactive demos, C++ systems primitives, and clinical tooling. Each project links to its repository and writeup. The Interactive Lab contains five playable demos for the same research areas.

• Interactive · 5 experiments

  Research Lab: interactive experiments

  Five interactive experiments covering distributed consensus, model watermarking, proof-of-learning, fault tolerance, and gradient descent. Each presents a real scenario with measurable outcomes. Built to make the core concepts of my research accessible in three minutes.

Research

• Ph.D. · ML Security

  SecurePoL with Watermarking

  Reference implementation accompanying my dissertation. Integrates feature-based model watermarking with proof-of-learning to defend ML training integrity against spoofing attacks.

• Adversarial ML

  Adversarial Examples for Proof-of-Learning

  Code investigating adversarial strategies that subvert PoL verification. Informs defenses introduced in the SecurePoL line of work.

• M.Sc. · NLP Security

  METU Master's Thesis

  Detection of cyber-security events from Turkish Twitter and newspaper streams. Foundation for my published ICISSP paper.

Systems Architecture & Engineering

• Python · PyQt5 · Clinical Tooling

  EKG Image Measurement Tool

  Specialized desktop utility for cardiology professionals. Built and field-tested with clinicians to provide reliable, real-world scale calibration for EKG diagnostics.