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Hi there 👋

I'm Yosafat

Data Scientist | Machine Learning Engineer

Experienced Data Scientist with a strong background in programming, data analysis, and algorithm development. Had more than 1 year of experience in the data field with expertise encompassing end-to-end machine learning development, Natural Language Processing (NLP), deep learning frameworks, statistical analysis, data analysis, data wrangling, and web scraping. Advanced in Python and had considerable experience with TensorFlow, PyTorch, Scikit-learn, and cloud platforms such as Amazon Web Services (AWS) and Google Cloud Platform (GCP). Accustomed to working cross-functionally in teams and have developed expertise in building, optimizing, and applying machine learning models to solve business and technical problems.

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Yosafat's Projects

eda-sinta icon eda-sinta

A Data Exploration and Visualization project to find new insights and knowledge on score data from scientific publications of institutions in Indonesia then represented in data visualization

ltmpt-scraper icon ltmpt-scraper

A web scraper program to extract data on the top 1000 schools based on UTBK scores in 2022 using Scrapy

nike-scraper icon nike-scraper

Web Scraper program to extract products data from Nike website using Playwright

sinta-scraper icon sinta-scraper

A web scraper program to extract university data and publication scores on the SINTA website using Scrapy

stocks-prediction icon stocks-prediction

Project to forecast stock prices using the Long-Short Term Memory (LSTM) algorithm

tokopedia-scraper icon tokopedia-scraper

A web scraper program to extract product data on the Tokopedia marketplace website based on keywords using Selenium

topic-extraction icon topic-extraction

A Machine Learning NLP project to extract research topics based on publication titles using KeyBERT unsupervised keyword extraction approach.

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