Emre Eftelioglu
- Role
- Senior Applied Scientist at Amazon
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Emre Eftelioglu
I am a subject matter expert on the applications of Machine Learning approaches on real…
Experience
Senior Applied Scientist
Jul 2021 — Present
Working on Urban Mobility related problems. I use machine learning and data science to solve the mobility related challenges. While doing so I develop novel approaches that are crafted to the problem in hand instead of using the existing methods as a black box. My expertise are on- Generic machine learning approaches such as decision tree based methods (random forest, xgboost, lightgbm, etc.), clustering, regression, etc- Generic Computer Vision approaches, e.g. OpenCV based, etc- Deep Learning for time series classification, tabular data classification- Graph Neural Networks for entities which can be represented as graphs- Convolutional Neural Networks for Image Classification, Object Detection, Semantic Segmentation, etc.
Skills
- Software Development
- Data Mining
- Html
- Scikit-Learn
- Algorithms
- Datacentres
- Spatial Data
- Mysql
- Research
- Qgis
- Computer Science
- Operations Management
- Spatial Data Management
- Matlab
- Tcp/Ip
- Matplotlib
- Big Data
- Data Analytics
- Linux
- Data Analysis
- Windows
- Teaching
- Microsoft Excel
- Unix
- Computer Information Systems
- C
- Java
- Big Data Analytics
- Maps
- Machine Learning
- Python
- Sql
- Relational Databases
- Numpy
- Arcgis
- Latex
- Data Science
- Anaconda
- Network Administration
- Ccna
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