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saraNgolestani/README.md

Hi there

I am a Machine Learning Engineer/Data Scientist

  • ⚡ Proficient in designing, training, and deploying machine learning models, including neural networks and deep learning architectures, for diverse applications such as object detection, natural language processing (NLP), and resource usage forecasting. Adept at creating efficient data processing pipelines for complex datasets, including 3D point cloud data, and extracting meaningful features for machine learning tasks. Hands-on experience in developing end-to-end ML pipelines, from data preprocessing to model deployment, utilizing Azure and Docker for scalability and efficiency.

  • 📫 How to reach me? Sara Naseri Golestani

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  1. furniture_classifier_api furniture_classifier_api Public

    An example of how to build a REST API for image classification using PyTorch and Flask

    Python

  2. saraNgolestani.github.io saraNgolestani.github.io Public

    Sara Naseri Golestani Personal Blog

    Less

  3. TResnet_ml TResnet_ml Public

    Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

    Python

  4. trudeau_posts trudeau_posts Public

    This application would crawl into CNN and Twitter in order to find most recent posts of J. Trudeau and displays them.

    Java

  5. FaceRecognitionAndClustering FaceRecognitionAndClustering Public

    This project is to detect faces in RGB images and cluster similar faces into one group

    Python 1

  6. ChurnRateWithGeoSpatialData ChurnRateWithGeoSpatialData Public

    In this project we will calculate churn rate based on customers locations and predict that churn rate with the filtered features.

    Jupyter Notebook 1