Yunus Karatas

First and foremost, I love machine learning. The impact of the value that I deliver is crazily satisfied. And this satisfaction has been driving my whole career with strong engagement and giant contributions since the beginning As a data scientist & machine learning engineer, this passion was already my hobby. With this mindset, I always push myself with passion and courage to make a better version of the past as "a now" with reading articles and trying new and better approaches Here is my skill-set and interests with solid understanding and experience; • Python and it's some frameworks ( Flask, FastAPI) • SQL • Tensorflow & Pytorch • Customer Analytics ( XGBoost, LightGBM, Sklearn Models for CLV, Churn, Uplift Modelling ) • Visualization ( Tableau, Seaborn ) • Monitoring and experiment logging (MLFlow) • NLP ( Transformers with HuggingFace, Gensim, Spacy ) • Computer Vision ( OpenCV , Open3D , 3D Point Cloud Segmentation, 3D Multi-Object Tracking, 2D Object Segmentation, 2D Pose Tracking ) • Time Series Forecasting ( LSTM, VAR, SARIMAX, Prophet ) • Recommendation Systems ( Doc2Vec, Association Rules, Collaborative Filtering, Neural CF ) • AWS services (Firehose, Kinesis, Redshift, S3, DynamoDB, Redis ) • Google Cloud & Azure ( BigQuery, Azura ML Studio, Databricks ) • Distributed computing (PySpark) • Container Orchestration (Docker,Kubernetes) Besides all, i am an open source lover!