Omer Bolukbasi

Ömer Bölükbaşı- - linkedin.com/in/omer-bolukbasi https://github.com/omerbolukbasi Summary Interests: ====== - Classification/Regression Techniques (Random Forest, Xgboost, SVM, Linear/Logistic Regression, Neural Networks and variety models in Sklearn and Keras) - Regularized Linear Models (Lasso, Ridge, ElasticNet) - Customized Ensembling and Stacking Pipelines of ML Models. - Unsupervised Clustering (Kmeans, DBSCAN, Hierarchical Clustering) - Anomaly Detection systems on Time-Series data. (Fbprophet, Customized Models) - Text Analysis, Text manipulation, Vectorization, Classification, NLTK practices. - Discovering insights over high volume data. Data preprocessing, Feature Engineering practices. - Developing RPA’s for Automations of Operations. - Data Science Python libraries: Pandas, Sklearn, Numpy, Scipy, Matplotlib, Keras, Sqlalchemy, Selenium, Beatifulsoup, Re, Requests. - Building ETL Data Pipelines, Flask/REST API. - AWS Data Science tools: Lambda, Kinesis, SageMaker, EC2, S3, DynamoDB... - CI/CD practices, Unit/System Testing (unittest, pytest), Git, Gitlab, Github, Docker, HPOO, Ansible (Tower). Experience Data Scientist Turkcell Oct 2017 - Present (5 years 1 month +) - Analysis of Core Network's Time-Series data. - Analysis of textual data like Alarms, Events, Error and Transaction Logs, Network Change logs. - Design, Development and Integration of Network Automations - ML Models: Xgboost, Random Forest, Hierarchical Clustering, DBSCAN Clustering, Kmeans, Text Classification, Moving Average, Linear/Logistic Regression, Customized Anomally Detection Algorithms. - RPA's: Operation Automations, Network Configuration Controllers, KPI monitoring tools. Operations Support Engineer Turkcell Dec 2007 - Dec 2017 (10 years 1 month) - Deployment of 3G and 4G Core Network Packet Core Switching equipments(SGSN,GGSN,MME,SGW,PGW, DRA) - Testing and Integration of new features for the existing network. - New node expansions, capacity adjustments. - KPI tracking, performance optimization. - Programming of GSM/Satelliate Network Simulations, Network Node Configuration Controllers in C++. Product Support Engineer Ömer Bölükbaşı - page 1 Nortel Networks Oct 2006 - Sep 2007 (1 year) - Global product support - Center of Excellence - Providing second tier support - Nortel packet core network products - Dealing with EMEA customer problems Education Marmara University Doctor of Philosophy - PhD, Computer Engineering Sep 2020 - Present Concentration: Data Science, Computer Vision Status: Ongoing, Taking Phd Courses Istanbul Technical University MSc, Satellite Communication And Remote Sensing 2006 - 2009 Istanbul Technical University BSc, Telecommunications Engineering 2002 - 2006 Licenses & Certifications Cisco Certified Network Associate - Cisco Issued 2016 - Expires 2016 Data Analyst Nanodegree Program (240 Hours) - Udacity https://confirm.udacity.com/FAEHKE7K Intro to Machine Learning (60Hrs.) - Udacity Issued Apr 2018 - Expires Jun 2018 AWS Certified Machine Learning Specialty 2022 - Hands On (10 Hours) - Udemy Skills Python (Programming Language) • Optimization • Data Analysis • Machine Learning • Telecommunications • SQL • Data Science Honors & Awards Turkcell CXO Award - Turkcell Nov 2017 Ömer Bölükbaşı - page 2 Turkcell CEO Award - Turkcell May 2016 Turkcell CXO Award Dec 2021 Newly designed and applied InfoMAP Application is rewarded by Turkcell CXO - Gediz Sezgin Ömer Bölükbaşı - page 3