Atahan Karagöz

Software Engineer · AI Researcher

Based in Switzerland

🚀 What I Do

Design and develop scalable, intelligent systems
Research in machine learning, artificial intelligence, and bioinformatics
Engineer real-world tools with clean architecture and performance-aware design
Combine theory with implementation across software, math, and data-driven science

🧩 Featured Projects (Click to expand)

🔬 OmicsCL

Unsupervised contrastive learning for cancer subtype discovery and survival stratification
Integrates gene expression, DNA methylation, and miRNA profiles using contrastive learning and a survival-aware loss function for effective clustering and patient stratification.

⚖ ADAFAIREA

Adaptive fairness and explainability for real-time AI models
A modular framework that integrates fairness and explainability into AI systems, ensuring ethical, interpretable, and adaptable machine learning models.

🛡 X-Ray Scatter Protection System

Swift-based application for real-time scatter prediction in medical imaging
Leverages LiDAR, CoreML, and 3D spatial computation to assist radiological safety.

🖼 PictoSort

AI-powered photo organization
Uses machine learning to automatically sort and categorize images based on visual content.

📚 SOSM

Self-Organizing Survival Manifolds for unsupervised discovery of prognostic structures in biological systems
A theory where survival dynamics emerge from geodesic flows on latent biological manifolds, connecting survival, thermodynamic efficiency, and optimal transport for label-free prognosis.

🔢 Prime Sum Approximation

Improved logarithmic estimate for the sum of primes
An analytical approach to approximate ∑p ≤ n p using enhanced integral bounds.

🎯 Domains of Interest (Click to expand)

Artificial Intelligence · Intelligent systems, learning algorithms, decision processes
Machine Learning · Pattern recognition, data-driven modeling, predictive analytics
Software Engineering · Scalable applications, system design, code architecture
Genomics & Biomedical ML · Biological signals, health data analysis, computational biology
Computational Mathematics · Optimization, quantitative reasoning, theoretical modeling