Skip to content
View hadinej's full-sized avatar

Block or report hadinej

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
hadinej/README.md

πŸ‘‹ Hi, I’m @hadinej I am a detail-oriented data scientist with a genuine interest in AI application and development. Skilled at quickly learning new processes and technologies, I am self-motivated with strong organizational and time management abilities.

Experience

  • Research Assistant, PoliTO, Turin (Remote)
  • Research Scientist / NLP Developer, Hubert, Stockholm
  • Deep Learning Engineer, PoliTO - Computer Vision Project, Turin
  • Machine Learning Specialist, PardazCo, Remote-IRAN
  • Data Analyst, Geomatic SamaneJ, Remote-IRAN

Education

  • MSc Data Science and Engineering
  • BSc Computer Science
  • BSc Engineering

Skills

  • Prog. Languages: Python, Java, HTML, MATLAB.
  • Data Management, Manipulation and Preprocessing: MySQL, MongoDB, Pandas, NumPy, Scikit.
  • Data Mining, ETL, EDA: ETL processes, Data pipelines, Data modeling, Beautiful Soup, Feature selection/Extraction, Data insights, Outlier detection, Pattern recognition.
  • Data Visualization: Tableau, Power BI, Matplotlib, Plotly.
  • Machine/Deep Learning: Neural networks, CNNs, RNNs, LSTM, GANs, Transfer learning, Pytorch, TensorFlow.
  • MLops: MLflow, CI/CD, Docker, Tf-extended, Circleci, Jenkins.
  • Mathematics: Linear Algebra, Statistical Analysis, Hypothesis testing, Regression/Time series analysis, Optimization
  • Big Data: Apache Hadoop, Apache Spark, Distributed computing/programming.
  • Cloud Deployment and containers: AWS, GCP, Heroku
  • Version Control: Git, GitHub, Bitbucket.
  • Web Development: Html, Flask, Django, Figma, REST APIs.
  • Natural Language Processing (NLP): Text preprocessing, Sentiment analysis, Named entity recognition, Text classification, Language modeling, LLMs, GPT, Trasformers, Prompt engineering.
  • Computer Vision: Object detection, Semantic segmentation, data augmentation, Domain-adaptation, GPU Acceleration and CUDA, CNN Architecture.

πŸ“« Reach me --> ([email protected])

Popular repositories Loading

  1. DL-Domain-adaptation-on-PACS-dataset DL-Domain-adaptation-on-PACS-dataset Public

    Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.

    Jupyter Notebook 1

  2. Network-Dynamics-and-Learning-Projects Network-Dynamics-and-Learning-Projects Public

    Network Dynamics and Learning course.

    Jupyter Notebook 1

  3. hadinej hadinej Public

    Config files for my GitHub profile.

  4. Sentiment-Analysis-on-Tripadvisor-reviews Sentiment-Analysis-on-Tripadvisor-reviews Public

    Sentiment analysis, analyzing user’s textual reviews, to perform a binary classification task (positive or negative mood). Designed a machine learning pipeline able to achieve an F1 score of 97.4% …

    Jupyter Notebook

  5. Classification-on-Wine-dataset Classification-on-Wine-dataset Public

    Classification on the Wine dataset using different Sklearn models

    Jupyter Notebook

  6. DL-Image-classification-techniques DL-Image-classification-techniques Public

    Exploration of various deep learning CNNs (Alexnet, VGG-16, ResNet) for image classification on dataset Caltech-101. Transfer learning and data augmentation were applied to compare results with the…

    Jupyter Notebook 1