Md Mahmud Ferdous
Kaggle Kernel Expert (x3) at Kaggle- Claim this Profile
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English Full professional proficiency
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Bengali Native or bilingual proficiency
Topline Score
Bio
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Credentials
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Machine Learning with TensorFlow on Google Cloud Platform Specialization
CourseraAug, 2020- Sep, 2024 -
Tableau Data Scientist
Tableau SoftwareAug, 2020- Sep, 2024 -
NLP, Deep Learning, Pandas, Advanced SQL, Intermediate ML
KaggleApr, 2020- Sep, 2024 -
Data Engineering, Big Data, and Machine Learning on GCP
CourseraMar, 2020- Sep, 2024 -
Data Visualization with Tableau Specialization by University of California, Davis
CourseraFeb, 2020- Sep, 2024 -
Deep Learning Specialization (Andrew Ng)
deeplearning.aiJan, 2020- Sep, 2024 -
Mathematics for Machine Learning Specialization by Imperial College London
CourseraDec, 2019- Sep, 2024 -
IBM AI Engineering Professional
CourseraNov, 2019- Sep, 2024 -
Applied Data Science with Python by University of Michigan
CourseraOct, 2019- Sep, 2024 -
Big Data by University of California San Diego
CourseraOct, 2019- Sep, 2024 -
Machine Learning by Stanford University (Andrew Ng)
CourseraJul, 2019- Sep, 2024 -
Networking, Security, SQL
MicrosoftApr, 2019- Sep, 2024 -
Machine Learning, Advanced SQL, Tableau Essential
LinkedInMar, 2019- Sep, 2024 -
Python Libraries, AWS Concept
UdemyJan, 2019- Sep, 2024 -
Google Analytics, Data Studio
GoogleMay, 2019- Sep, 2024
Experience
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Kaggle
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United States
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IT Services and IT Consulting
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400 - 500 Employee
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Kaggle Kernel Expert (x3)
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Apr 2020 - Present
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Kaggle Kernel Contributor
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Jan 2020 - Apr 2020
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Robi Axiata Limited
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Bangladesh
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Telecommunications
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700 & Above Employee
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Data Science & Analytics Specialist
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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.
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Data Analyst | Operation Specialist
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Nov 2012 - Feb 2019
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PRAN-RFL Group
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Bangladesh
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Food and Beverage Services
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700 & Above Employee
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Production Engineer
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May 2012 - Oct 2012
Effective utilization of resources to obtain business target and product delivery at a high standard.
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Education
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WorldQuant University
Continuing Education Module, Applied Data Science -
Bangladesh University of Engineering and Technology
Bachelor of Science, Electrical & Electronic Engineering (EEE) -
Rangpur Cadet College
High School, Science