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Anıl Bektaş

Anıl Bektaş

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Technologies

My Portfolio Highlights

My New Track

Big Data with PySpark

My New Course

Introduction to ChatGPT

My New Workbook

Competition - HR Analytics in Tableau

Data juggler, effortlessly balancing variables to unlock insights.

My Work

Take a look at my latest work.

course

Introduction to ChatGPT

DataLab

Competition - HR Analytics in Tableau

DataLab

Course Notes: Introduction to PySpark

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

self employed | Nov 2021 - Present

Data Scientist/ML Engineer

• Successfully applied MLP and CNN knowledge acquired to build classification models for the SVNH Dataset where I used Data Visualization, Tensorflow, Keras Tuner, and Transfer Learning in addition to the generic DL procedure. • Successfully built a classification model to predict surface defects in steel plates using a dataset created by an Italian research center where I used Data Cleaning, EDA, Imbalanced Dataset Handling, Algorithm Selection, and Hyperparameter Tuning to create one of the most involving notebooks for this dataset in Kaggle. • Prepared a SageMaker notebook for the steel plate defects dataset that uses local training, script mode, SageMaker debugger, hyperparameter tuning, prediction quality monitoring, spot training, deployment techniques such as blue/green deployment, performing A/B test and more. • Built an end-to-end pipeline using MLflow that can do everything from obtaining data to performing inference in addition to implementing performance monitoring on a wine quality dataset.
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My Education

Take a look at my formal education

MEng in Manufacturing EngineeringMcMaster University | 2019
Bachelor of Science in Mechanical EngineeringUniversity of Manitoba | 2018

About Me

Anıl Bektaş

Former mechanical engineer with comprehensive implementations of AI to image classification and steel plate defect prediction problems in addition to AWS and end-to-end Mlflow pipeline implementations after studying 26 books. Looking to apply my skil

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