Efrad Galio
Data Scientist at Crowdo- Claim this Profile
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English Full professional proficiency
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Indonesian Native or bilingual proficiency
Topline Score
Bio
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!
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!
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!
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
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Data Engineer
Digital SkolaSep, 2022- Sep, 2024 -
Statistics for Data Science and Business Analysis
365 Data ScienceSep, 2021- Sep, 2024 -
Tableau 2020 A-Z: Hands-On Tableau Training for Data Science
SuperDataScienceSep, 2021- Sep, 2024 -
Digital Business Planning & Strategy
UdemyAug, 2021- Sep, 2024 -
All Certificates DQLab
DQLabNov, 2020- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
deeplearning.aiNov, 2020- Sep, 2024 -
Mathematics for Machine Learning: Linear Algebra
Imperial College LondonNov, 2020- Sep, 2024 -
Neural Networks and Deep Learning
deeplearning.aiNov, 2020- Sep, 2024 -
Structuring Machine Learning Projects
deeplearning.aiNov, 2020- Sep, 2024 -
Shopee Code League 2020
ShopeeJun, 2020- Sep, 2024 -
Geospatial Analysis
KaggleMay, 2020- Sep, 2024 -
ASEAN DATA SCIENCE EXPLORERS 2019
ASEAN FoundationJul, 2019- Sep, 2024 -
All Certificates DataCamp
DataCampJan, 2019- Sep, 2024 -
Cloud Practitioner Essentials (Belajar Dasar AWS Cloud)
Dicoding IndonesiaApr, 2021- Sep, 2024
Experience
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Crowdo
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Singapore
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Financial Services
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1 - 100 Employee
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Data Scientist
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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
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HaloTechIn
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United States
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Renewable Energy Semiconductor Manufacturing
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1 - 100 Employee
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Content Creator
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May 2022 - Present
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KreditCepat
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Indonesia
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Financial Services
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1 - 100 Employee
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Data Scientist - Analyst
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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.
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KisahTani
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Indonesia
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Farming
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1 - 100 Employee
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Data Analyst
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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.
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IPB University
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Indonesia
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Higher Education
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1 - 100 Employee
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Computational Physics Assistant
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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
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Education
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Digital Skola
Data Engineer -
Institut Pertanian Bogor (IPB)
Bachelor's degree (Cumlaude), Physics