Md Mahmud Ferdous

Kaggle Kernel Expert (x3) at Kaggle
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Contact Information
Location
Toronto, Ontario, Canada, CA
Languages
  • English Full professional proficiency
  • Bengali Native or bilingual proficiency

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Credentials

  • Machine Learning with TensorFlow on Google Cloud Platform Specialization
    Coursera
    Aug, 2020
    - Sep, 2024
  • Tableau Data Scientist
    Tableau Software
    Aug, 2020
    - Sep, 2024
  • NLP, Deep Learning, Pandas, Advanced SQL, Intermediate ML
    Kaggle
    Apr, 2020
    - Sep, 2024
  • Data Engineering, Big Data, and Machine Learning on GCP
    Coursera
    Mar, 2020
    - Sep, 2024
  • Data Visualization with Tableau Specialization by University of California, Davis
    Coursera
    Feb, 2020
    - Sep, 2024
  • Deep Learning Specialization (Andrew Ng)
    deeplearning.ai
    Jan, 2020
    - Sep, 2024
  • Mathematics for Machine Learning Specialization by Imperial College London
    Coursera
    Dec, 2019
    - Sep, 2024
  • IBM AI Engineering Professional
    Coursera
    Nov, 2019
    - Sep, 2024
  • Applied Data Science with Python by University of Michigan
    Coursera
    Oct, 2019
    - Sep, 2024
  • Big Data by University of California San Diego
    Coursera
    Oct, 2019
    - Sep, 2024
  • Machine Learning by Stanford University (Andrew Ng)
    Coursera
    Jul, 2019
    - Sep, 2024
  • Networking, Security, SQL
    Microsoft
    Apr, 2019
    - Sep, 2024
  • Machine Learning, Advanced SQL, Tableau Essential
    LinkedIn
    Mar, 2019
    - Sep, 2024
  • Python Libraries, AWS Concept
    Udemy
    Jan, 2019
    - Sep, 2024
  • Google Analytics, Data Studio
    Google
    May, 2019
    - Sep, 2024

Experience

    • United States
    • IT Services and IT Consulting
    • 400 - 500 Employee
    • Kaggle Kernel Expert (x3)
      • Apr 2020 - Present

    • Kaggle Kernel Contributor
      • Jan 2020 - Apr 2020

    • Bangladesh
    • Telecommunications
    • 700 & Above Employee
    • Data Science & Analytics Specialist
      • Feb 2019 - Nov 2020

       End to end data science pipeline design and implementation form data ingestion, exploration, cleaning, modeling, evaluation, tuning to deployment. Advanced analytics and correlation for network operation, customer complain, resource optimization, change management etc.During all of the projects mentioned in the project section during my tenure at Robi Axiata Limited I have used-Python- as a primary programming language.Numpy- for numerical computation purpose.Pandas-for data loading, cleaning, transforming, writing etc.Scikit learn- to build ML models.MySQL- to interact with databases, I have used SQL codes inside python language as well.Keras, Tensorflow- to build deep learning models.Matplotlib, Seaborn, Plotly, Dash, Tableau, Google data studio- for data visualization.Flask- for web integration.Heroku-for cloud deployment. ###these are also applicable for Data Analyst role in Robi Axiata Limited.

    • Data Analyst | Operation Specialist
      • Nov 2012 - Feb 2019

    • Bangladesh
    • Food and Beverage Services
    • 700 & Above Employee
    • Production Engineer
      • May 2012 - Oct 2012

      Effective utilization of resources to obtain business target and product delivery at a high standard.

Education

  • WorldQuant University
    Continuing Education Module, Applied Data Science
    2019 - 2020
  • Bangladesh University of Engineering and Technology
    Bachelor of Science, Electrical & Electronic Engineering (EEE)
    2007 - 2012
  • Rangpur Cadet College
    High School, Science
    2000 - 2006

Community

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