Binar AcademyData Scientist
Dec. 2023 - Apr. 2024Indonesia- Developed robust APIs leveraging Python, SQLite, Regular Expression, Flasgger, Flask, Machine Learning, and Deep Learning to meticulously preprocess Tweet data, systematically eliminating irrelevant words/phrases, abusive language, and slang, and conducting sentiment analysis.
- Leveraged Jupyter Notebook and proficiently applied Python alongside key libraries such as Pandas, Regular Expression, Matplotlib, and Seaborn to systematically analyze the occurrence of abusive words and local slang terms, then conducted correlation analyses to discern potential relationships among these variables, showcasing a keen ability to derive meaningful insights from data.
- Effectively presented insightful analyses to the class, articulating complex concepts clearly and engagingly. Utilized visual aids and effective communication techniques to ensure a comprehensive understanding of the subject matter among peers.