Elahe karimi

Data Scientist at Extratik
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Contact Information
us****@****om
(386) 825-5501
Location
Istanbul, Turkey, TR

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Credentials

  • Advance SQL
    Kaggle
    Feb, 2023
    - Sep, 2024
  • Machine Learning By Stanford University
    Coursera
    Jan, 2023
    - Sep, 2024
  • Intermediate machine learning
    Kaggle
    Jan, 2023
    - Sep, 2024
  • Intermediate Python
    Sololearn
    Apr, 2022
    - Sep, 2024
  • Python for Beginners
    Sololearn
    Mar, 2022
    - Sep, 2024
  • Pandas
    Kaggle
    Jan, 2022
    - Sep, 2024

Experience

  • Extratik
    • Türkiye
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Scientist
      • Dec 2022 - Present

      -Gain hands-on experience in data analysis and modeling using Python, MySQL, and Pandas to extract, transform, and load (ETL) data from various sources. -Collaborate with the team to develop and implement machine learning algorithms and models using PyTorch, leveraging deep learning techniques to solve real-world problems. -Assist in data preprocessing, cleaning, and feature engineering tasks to ensure data quality and optimize model performance. -Conduct exploratory data analysis (EDA) and statistical analysis to derive meaningful insights and identify patterns, trends, and correlations in complex datasets. -Work with the database team to design, optimize, and query MySQL databases for efficient storage and retrieval of large-scale datasets. -Utilize the pydub library for audio processing tasks, such as audio file conversion, slicing, and manipulation, to support research and development in speech recognition or audio-based applications. -Collaborate with OpenAI APIs and models to enhance data science workflows, exploring natural language processing (NLP), text generation, or language translation tasks. -Develop and deploy machine learning models into production, following best practices and leveraging frameworks like PyTorch for efficient model training and inference. -Stay updated with the latest advancements in the field of data science and machine learning, actively researching and experimenting with new algorithms, techniques, and tools to drive innovation within the team. -Communicate findings and results effectively through data visualizations and presentations, conveying complex concepts to both technical and non-technical stakeholders. Show less

  • MRL (Mechatronics Research Laboratory)
    • Iran
    • Research Services
    • Python Developer and data Scientist
      • Aug 2017 - May 2019

      Developed and implemented Python-based solutions for data processing, modeling, and visualization. Collaborated with faculty and research teams to extract valuable insights from academic and scientific datasets. Contributed to innovative research outcomes through data-driven analysis and software development. Developed and implemented Python-based solutions for data processing, modeling, and visualization. Collaborated with faculty and research teams to extract valuable insights from academic and scientific datasets. Contributed to innovative research outcomes through data-driven analysis and software development.

Education

  • Qazvin Islamic Azad University
    Master of Engineering - MEng, Digital Electronic Engineering
    2017 - 2020
  • Qazvin Islamic Azad University
    Bachelor's degree, Electrical and Electronics Engineering
    2010 - 2015

Community

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