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Hi, I'm Algi! I'm a Data Scientist. I graduated from Universitas Indonesia with a degree in Economics. I am proficient in Machine Learning, Data Analysis, and Web Development, which can be attested by the personal projects I did. My tool of preference is Python, but I'm also well-versed in SQL, Tableau, Ms. Excel, and Stata. I've worked on a range of diverse projects, the most notable ones being a gradient boosting model for credit default risk classification and CNN-LSTM two-mode system for validating payment receipts.
Y Ventures Group
August 2021 - Present (3 years)
- Creating a script to generate monthly report for multiple book publishers from multiple data sources and database tables, and making an interactive dashboard out of the reports - Constructing time-series ML model to approximate demand based on sales rank - Scraping product pages to track periodic sales rank of thousands of books.
nBrands
May 2021 - July 2021 (2 months)
- Automating data collection process (sales, reviews, price distribution) from various sites of interests (etsy, shopee, amazon) using Python and Selenium
Paper.id
January 2021 - April 2021 (3 months)
- Creating CNN model from scratch and experimenting with ResNet architecture to classify payment receipts. - Prototyping RNN-based models for payment receipts text validation. - Analyzing Google Analytics event data to draw insights about consumer behavior.
Economics
August 2015 - August 2019 (4 years)
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