Name: Metin Aydar
Type: User
Bio: Data Scientist in FinTech
Location: Tallinn, Estonia
Blog: https://linkedin.com/in/aydarmetin
- doing
- Data Mining and ML Models
- Exploratory Data Analysis (EDA), Data Wrangling, Feature Engineering
- AB Testing, Regulatory Reporting
- using
- SQL, Tableau
- Python, pandas, scikit-learn, ydata-profiling, PySpark
- AWS SageMaker, AutoML, No-Code ML
- Optimization Methods
- generating
- Visualizations, Ad-hoc Reports
- User Flow Diagrams
- applying
- Data Quality Rules wrt Data Governance
- Data Vault and Dimensional Modeling
- Feature Engineering
- learning
- Predictive Analytics, Graph Analytics
- DataOps, Deploying Machine Learning Models (MLOps)
- FinTechs, Financial Engineering, Risk Management
- Professional and Management Skills for Int'l Business
- using
- genAI tools like ChatGPT from OpenAI, Bart from Google and Notion
- learning
- Geospatial Data Science
- Quantum Information and Computing
- Reinforcement Learning, TensorFlow
- Neural Networks, Deep Learning, Hyperparameter Tuning, Regularization, Optimization
- Valuation and Financial Analysis for Startups
- Project Management from PMI, IIBA
- curious about
- Computational Neuroscience, Fallacies
- Blockchain Technologies, Smart Contracts
- Interdisciplinary and Transferable Skills
- Robotics, Flight Mechanics, Interplanetary Missions
- courses on
- Machine Learning
- Neural Networks and Deep Learning, Reinforcement Learning in Finance
- Practical Decision Making Using No-Code ML on AWS, Using TensorFlow with Amazon Sagemaker
- Spatial Data Science
- Databases and BI tools
- Data Quality, Data Vault 2.0, Neo4j
- Tableau Desktop
- Businesses and Frameworks
- Project Management Professional
- Professional Skills
- Scrum, Six Sigma and Design Thinking
- Intalio Business Process Management System
- Physics and Electronics
- CERN School of Computing, Software Development, Parallel Computing
- NI LabVIEW Basics and CompactRIO
- hackathons
- IBM Quantum Challenge Fall 2022 - Advanced Achievement
- OpenAI Hackathon for Climate Change
- kaggle
- countless seminars on
- Project Management, Risk Management, CMMI, Sustainability
- InfoSec, AppSec, CyberSec, High Performance Computing, TR-Grid and Tools
- TAC Technical Design And Test Facility
- TR-ATLAS Tier-2 Grid Deployment, CMS/ ATLAS Computing and Analysis
I had the privilage of being
- worked at
- CERN in Switzerland as ATLAS TDAQ SysAdmin
- Institute of Accelerator Technologies in Turkey as Scientific Project Expert
- volunteered at
- biggest tech events in the Baltics; Latitude59 and sTARTUp Day
- member of
- Project Management Association, Ankara
- PMI-TR, Istanbul: A local chapter of Project Management Institute (PMI)
- "Study of Detector, Phenomenology and Data Analysis at CERN-ATLAS Experiment" project
- "Turkish Accelerator Center (TAC) Technical Design and Test Laboratories" project
- supported by
- Turkish Atomic Energy Agency (TAEK) via the project for research studies at CERN in Switzerland
- State Planning Organization via the project for
- research studies at DESY Lab. in Germany
- CERN School of Computing held in Norway
- earned my first pocket money to attend a paid seminar by writing an inventory management software for a local warehouse
- Master's degree in High Energy Physics from Dumlupinar Uni.
- Bachelor's degree in Physics from Dumlupinar Uni.
- taken lessons from PhD programs (but couldn't manage to finish)
- Digital Signal Processors, Linear Control Systems from Yildiz Technical Uni.
- Optoelectronics from Ankara Uni.
- "Towards Data Analysis at CERN-ATLAS Experiment" at Dumlupinar Uni. during my master's studies
- "The Status and Plans on Control System of TARLA" at 4th Int'l Machine Advisory Committee of TAC Project
- "General Overview of The TAC Project" at DESY Lab.
- "Preparation Work with LabVIEW as TAC Control System" at TAC Workshop
- "Simulation of Optical Cavity Structure for Turkish Accelerator Center, Infrared Free Electron Laser" at 8th TAC Workshop
- "Usage of LabVIEW for Turkish Accelerator Center, Infrared Free Electron Laser" at 5th TAC Workshop
- "Production of ttbar at CERN, LHC Experiment with PYTHIA and CompHEP" at 3rd Workshop on Nuclear Structure Properties
- "PYTHIA and CompHEP: High Energy Physics Simulation Programs" at 4th Int'l Student Conferance of the Balkan Physical Union
- reading technology trend reports, predictions, outlook and annual reports of tech startups and venture capital firms
- listening to non-fiction audiobooks and podcasts on investment, businesses and startup ideas
- watching fiction movies and serials, for some of them, multiple times!
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent