Shariful Islam Foysal, Software Developer in London, United Kingdom
Shariful Islam Foysal

Software Developer in London, United Kingdom

Member since June 30, 2019
Foysal is a data science and applied machine learning professional with extensive experience in data analytics, statistical analysis, deep learning, natural language processing, and data mining.
Shariful is now available for hire

Portfolio

  • Amazon
    Amazon Web Services (AWS), Microsoft Excel, Amazon QuickSight, Tableau, AWS...
  • Pathao
    Microsoft Excel, TensorFlow, Tableau, Python
  • Pi Labs Bangladesh LTD
    Selenium, Scrapy, Keras, OpenCV, Python

Experience

Location

London, United Kingdom

Availability

Part-time

Preferred Environment

VS Code, GitHub, Linux, MacOS

The most amazing...

...thing I've built is a complete model for real time dynamic pricing for one of the largest ride hailing platforms in South Asia.

Employment

  • Business Intelligence Analyst

    2020 - PRESENT
    Amazon
    • Built business monitoring dashboards.
    • Built internal tools for process automation.
    • Completed statistical analysis and testing.
    • Developed a machine learning model for recommendation and demand forecasting.
    Technologies: Amazon Web Services (AWS), Microsoft Excel, Amazon QuickSight, Tableau, AWS, Redshift, Python
  • Data Scientist

    2018 - 2020
    Pathao
    • Built machine learning models for demand prediction.
    • Built ​end-to-end​ ​ETL pipelines​ for real time analytics.
    • Designed statistical experiments, ​A/B tests, ​ and multi-armed bandit tests.
    • Built ​automated​ ​FinOps Tableau, G-sheet, and Excel dashboards​ that are used in regular business health monitoring.
    • Built an ML model-based tool for ​user segmentation and experimentation​ for incentive burn optimization.
    • Automated processes​ for drivers payment which saved thousands of man-hours.
    • Built a financial forecasting platform.
    Technologies: Microsoft Excel, TensorFlow, Tableau, Python
  • Research Engineer

    2017 - 2018
    Pi Labs Bangladesh LTD
    • Developed a license plate recognition system using an image processing technique being used in the automated parking system.
    • Built a web scraping bot for collecting information of the target user base from different sources to use in digital marketing.
    • Developed a Tesseract based custom OCR solution to extract specific info from image documents.
    Technologies: Selenium, Scrapy, Keras, OpenCV, Python
  • Research Associate

    2017 - 2017
    Dingi Technologies LTD
    • Improved GPS signal accuracy by 8% from vehicle tracking devices by implementing the Kalman Filter.
    • Designed a fuel measurement system for a vehicle tracking device.
    Technologies: C, Python

Experience

  • Dynamic Pricing Automation

    I developed a system for the ride-hailing platform I worked for that predicts demand and supply beforehand and adjusts the pricing according to the supply-demand dynamics

Skills

  • Languages

    SQL, Python, C
  • Libraries/APIs

    Scikit-learn, TensorFlow, OpenCV, Keras
  • Tools

    Tableau, Microsoft Excel, Apache Airflow, GitHub, VS Code, Amazon QuickSight
  • Paradigms

    Data Science
  • Platforms

    Linux, MacOS, Amazon Web Services (AWS)
  • Storage

    MySQL, PostgreSQL, Redshift
  • Other

    Data Analytics, Clustering, Regression, Google BigQuery, Data Visualization, Statistical Analysis, AWS
  • Frameworks

    Flask, Scrapy, Selenium

Education

  • Bachelor's degree in Electrical and Electronic Engineering
    2013 - 2017
    Bangladesh University of Engineering and Technology - Dhaka, Bangladesh

Certifications

  • Deep Learning Specialization
    NOVEMBER 2019 - PRESENT
    deeplearning.ai

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