Short Bio

Publications

Performance Comparison of Tree-Based Algorithms for In-silico Mutagenicity Prediction

The effect of Methods Used for Missing Data Imputation on Classification Success

Ensemble Learning Methods as In-silico Model for Prediction of Mutagenicity

Churn Analysis for Factoring: An Application in Turkish Factoring Sector

Statistical Learning Model for In-Silico Mutagenicity Prediction

A Hybrid Approach Using User-Based Collaborative Filtering and Clustering for Personalized Product Recommendation Systemn

Statistical Evaluation of Ensemble Learning Outcomes for Missing Value Problem in Imbalanced Class Distribution

A Hybrid Metaheuristic based Feature Selection Framework for In-silico Mutagenicity Prediction

Talks

Social Network Analysis and Spatial Data Visualization

August 28, 2015

Meetup at Girisim Fabrikasi, Istanbul, Turkey

Practical Strategies for AWS Certification Success

September 24, 2025

Event at Zorlu PSM, Istanbul, Turkey

Kickstart Your Cloud Career with AWS Certifications

October 25, 2025

Event at Testinium, Istanbul, Turkey

Teaching

Data Visualization Techniques with R

AWS-101

Projects

Spatial Visualizations

Deploying ML Model to Production - Iris Example

Tam Faktoring Hackathon - 2nd Place Prize Winner

ING Bank Turkey Datathon - Top 10

KYÖYO QNB Yapay Öğrenme Yarışması - Finalist

Bir Datathon Macerası - Setur Datathon

Setur Datathon - 2nd Place Prize Winner

Daily Covid-19 Visualizations

Stacking ile Kelimelerden Dil Tahmini