Experience

H3M.IO
• Senior Data Scientist

  • Jan 2021 - Present


Coda

• Australia
• Personal Care Product Manufacturing

• Sr. Data Scientist

  • Jul 2020 - Jan 2021

  Optimization & Automation: Modelling and implementation of algorithms in the User Acquisition context for hyper-casual and casual game marketing campaigns on different ad networks (Unity, Ironsource, Mintegral, Facebook, Applovin). - Arpu & LTV Prediction - Retention Estimation Collaboration with the Monetization team to optimize monetization processes and improving game revenue metrics eCPMs, A/B Testing for both UA & Monetization Keywords: Statistics, Object Oriented Programming, Metaflow, AWS Show less



Sojern

• United States
• Hospitality
• 400 - 500 Employee

• Sr. Data Science Engineer

  • Nov 2018 - Jul 2020

  Marvin, the AI-powered marketing assistant: Campaign performance optimization in the Facebook marketing ecosystem: - Budget allocation among ad-sets or campaigns - Bid Management - Bid Multipliers optimization - Conversion Prediction - AB Testing Project Galaxy: - Complete overhaul of the existing code-base to build a modular, scalable data science framework ML Supported Audience Creation: - Model performance improvement research & implementation Keywords: Reinforcement Learning, Bayesian Statistics, Object Oriented Programming, Supervised Learning, TF, Kubeflow Show less



Adphorus

• Sr. Data Scientist

  • Nov 2018 - Jan 2020

  As of 2020, the Adphorus brand's been sunsetted and merged into Sojern. As of 2020, the Adphorus brand's been sunsetted and merged into Sojern.



PlusOneMinusOne Software and Consulting

• Sr. Data Scientist

  • Nov 2016 - Nov 2018

  Founding member of the new Data Science LabDevelopment of several decision support products: - Location+ : A location analytics solution giving suggestions on the next best locations to deploy ATMs (or similar entities) through evaluation of GIS Information.- Predictive Maintenance : Component based ATM failure prediction.- Credit Risk Analytics : Project on customer default probability detection & limit modification decision support- Task+ Addendum : Forecasting of incoming calls for call centers.Participation to Microsoft’s Machine Learning Hackfest in Milan (December 2016): Member of the Turkish Team in the event, working on the improvement of transaction forecasting in ATMs.Tools: Artificial Neural Networks, Decision Trees (CART, Random Forests), SVM, Boosting (Adaboost , Gradient Boosting Machine), PCA, Feature Selection (Mutual Information, Pearson Correlation etc..), Logistic Regression, Linear Regression Show less

• Software Engineer & Data Scientist

  • Aug 2013 - Nov 2016

  Modelling and development of several optimization-based decision support products:• Task+ : A workforce and resource planning tool which uses advanced simulation and optimization techniques to determine the optimal resource configuration in queue-based service environments.• Cash+ : Cash management optimization product which aims to minimize transfer and operational costs and idle cash, maximizing total liquidity and customer satisfaction.• Reload+ : A supply chain planning and route optimization tool which aims to solve different types of complex problems in logistics and various service industries.Participating to the development of the core P1M1 software infrastructure:• P1M1 Core Framework: The framework upon which the modular and intuitive P1M1 products are constructed.• P1M1 Core Engine: The engine incorporating various optimization engines developed in-house. Show less



Intertech Information Technology and Marketing Inc.

• Türkiye
• IT Services and IT Consulting
• 100 - 200 Employee

• Intern

  • Jun 2008 - Aug 2008

  - Java to .Net Migration - Teaching OOP to other Interns - Java to .Net Migration - Teaching OOP to other Interns