Efrad Galio

Data Scientist at Crowdo
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Contact Information
Location
Indonesia, ID
Languages
  • English Full professional proficiency
  • Indonesian Native or bilingual proficiency

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Abizar Rachman

Efrad came as a Data Analyst Intern at the same workplace with me. He have a good coordination, communication and responsibility even to his job or on collaboration at the same project with me and other divisions. Thanks for that and it's glad to meet you!

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Credentials

  • Data Engineer
    Digital Skola
    Sep, 2022
    - Sep, 2024
  • Statistics for Data Science and Business Analysis
    365 Data Science
    Sep, 2021
    - Sep, 2024
  • Tableau 2020 A-Z: Hands-On Tableau Training for Data Science
    SuperDataScience
    Sep, 2021
    - Sep, 2024
  • Digital Business Planning & Strategy
    Udemy
    Aug, 2021
    - Sep, 2024
  • All Certificates DQLab
    DQLab
    Nov, 2020
    - Sep, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    deeplearning.ai
    Nov, 2020
    - Sep, 2024
  • Mathematics for Machine Learning: Linear Algebra
    Imperial College London
    Nov, 2020
    - Sep, 2024
  • Neural Networks and Deep Learning
    deeplearning.ai
    Nov, 2020
    - Sep, 2024
  • Structuring Machine Learning Projects
    deeplearning.ai
    Nov, 2020
    - Sep, 2024
  • Shopee Code League 2020
    Shopee
    Jun, 2020
    - Sep, 2024
  • Geospatial Analysis
    Kaggle
    May, 2020
    - Sep, 2024
  • ASEAN DATA SCIENCE EXPLORERS 2019
    ASEAN Foundation
    Jul, 2019
    - Sep, 2024
  • All Certificates DataCamp
    DataCamp
    Jan, 2019
    - Sep, 2024
  • Cloud Practitioner Essentials (Belajar Dasar AWS Cloud)
    Dicoding Indonesia
    Apr, 2021
    - Sep, 2024

Experience

    • Singapore
    • Financial Services
    • 1 - 100 Employee
    • Data Scientist
      • Jun 2022 - Present

      ● Formulate requirements and objectives and being mindful of business perspectives​● Manage the collection and preparation of data and data modelling activities​● Perform and package research on AI/ML models and algorithms​● Build, assess, evaluate, deploy, update, and replace Reporting/AI/ML models and solutions​● Present the business value of data driven analytics outputs and models​● Be aware and implement the company’s AI strategy​● Manage the company’s strategies, procedures, processes, and intellectual property​● Manage the organization, people, and stakeholders

    • United States
    • Renewable Energy Semiconductor Manufacturing
    • 1 - 100 Employee
    • Content Creator
      • May 2022 - Present

    • Indonesia
    • Financial Services
    • 1 - 100 Employee
    • Data Scientist - Analyst
      • Oct 2021 - Jun 2022

      ● Work hand in hand with the local and HQ Management Team (ad-hoc requests, etc).● Creates report in tableau end to end, from ETL to Visualization.● Forecasting debt collection portfolio and make target for each month. ● Optimizing Credit Risk Model.● Streamline the communication between manager with agent by initiating and developing an automation report using Linux.● Managed to find a way to improve significantly the performance of CS team by creating an automation in Google Sheets using GAS. 300% more time efficient.● Assisting Chief Risk Officer (CRO) to analyze and prevent frauds in Alfa Fintech Indonesia (KreditCepat) new business, namely Koperasi52.

    • Indonesia
    • Farming
    • 1 - 100 Employee
    • Data Analyst
      • Feb 2021 - May 2021

      ● Initiate the use of Google Data Studio instead of Google Sheets for sales dashboard creation.● Optimizing promos advertising by creating customer segmentation based on the RFM model.● Streamline the communication between farmers and KisahTani's team and clarify yield information by creating a harvest schedule dashboard in Google Data Studio for monitoring. ● Initiate the use of Google Data Studio instead of Google Sheets for sales dashboard creation.● Optimizing promos advertising by creating customer segmentation based on the RFM model.● Streamline the communication between farmers and KisahTani's team and clarify yield information by creating a harvest schedule dashboard in Google Data Studio for monitoring.

    • Indonesia
    • Higher Education
    • 1 - 100 Employee
    • Computational Physics Assistant
      • Jan 2020 - Jun 2020

      ● Assisting Professor to teach student about Computational Physics concepts such as Newton Raphson, Runge Kutta, and so on● The tools used for calculating the computational method is Matlab ● Assisting Professor to teach student about Computational Physics concepts such as Newton Raphson, Runge Kutta, and so on● The tools used for calculating the computational method is Matlab

Education

  • Digital Skola
    Data Engineer
    2022 - 2022
  • Institut Pertanian Bogor (IPB)
    Bachelor's degree (Cumlaude), Physics
    2017 - 2021

Community

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