Samet Yilmaz Email & Phone Number

Turkey

Turkey

İstanbul, Türkiye

- Spark Machine Learning- Open Source Big Data Platforms- Non-Relational Databases- Data Pipelines- Workflow Scheduling- Big Data Processing (Apache Spark)- Container Environments- Real Time Data Processing- Machine Learning Deployment

- PyCharm, Virtual Envs, Dependency Management, Git- Measurement Problems (Dynamic Pricing, AB Testing, Sorting)- CRM Analytics (KPI, Cohort, CLTV, Segmentation)- BG-NBD: Expected Sales Forecasting- Gamma-Gamma: Expected Average Profit- RFM Analysis- Churn Analysis- Recommendation Systems (ARL, Collaborative Fil., MF)- Advanced Feature Engineering- Script Level Machine Learning- House Price Prediction Model- Automation and Model Deployment (Flask, makefile)- NLP (TM, Review Modeling, Word Embeddings)- Time Series- Production Level Data Science(Linux,Git,Docker,Airflow,Kubernetes,Spark,PostgreSQL)- MS SQL

I worked as a cold rolling and annealing production specialist in the sheet department.- Daily Production Tracking,- Weekly Quality Meetings with Process Teams,- Weekly Blue Collar Meetings,- Operator Based Installation and Performance Tracking,- Machine Based Method Studies,- Tracking KPI Goals,- Follow-up of Monthly and Annual Bench Planned Maintenance,- Weekly OEE Report Presentation to Senior Management,- Annual Budget Studies,- Weekly 6S Tours, 5S and Kaizen Studies,- Annual Risk Analysis Updates,- Machine Based Schedule Tracking and Field Stock Management,- Energy Efficiency Studies

Steel Wire, Steel Rope and Prestressed Concrete Bundle products are produced. I worked as a production engineer responsible for the wire production department. My main tasks:- Daily Target Production Tracking,- Monthly Production Plan,- Blue Collar Performance Tracking,- Weekly OEE Report,- Company-Based Weekly Quality Report and Presentation to the General Manager,- Material Tracking and Opening Purchase Requests,- I Worked as a Key User in the Installation of the SAP System,- Daily Field Studies within the Scope of Quality Errors with the Quality Unit (Genba),- 5S and Kaizen Studies,- Machine Based Efficiency Studies

In the company, which is the main supplier of Hyundai; The bodywork production of Hyundai i10 and i20 models is carried out. My main tasks:- Daily production and OEE report,- Daily production tracking,- Weekly quality presentation,- To measure the cycle times of welding robots on a weekly basis.- Blue collar management and management of daily team meetings,- Leads continuous improvement projects for manufacturing processes and equipment,- Ensures all activities are performed in compliance with company standards and regulations and helps drive the safety environment,- Coordinates manufacturing processes and maintenance activities to ensure that production meets all quality, cost, and efficiency requirements

Canakkale, Turkey

Canakkale, Turkey