Juan Zuluaga

Juan Zuluaga

Data Scientist
United States of America

About Me

International student pursuing a master’s in computer science, actively pursuing roles as a Data Scientist. Domain specialization in Machine Learning and Data Management with research experience in areas like healthcare,…

Experience

Children coding instructor

VineyardAppCamp
Sep 2023 - Dec 2023 · 3 months

Facilitated engaging coding activities for children, fostering a deeper comprehension of programming details.
Gained valuable insights while observing their learning progress.
Adjusted teaching methods to cater to individual learning styles, showcasing adaptability and flexibility depending on the needs of the situation.

Research Assistant

Santa Clara University
Mar 2022 - Jun 2023 · 1 year 3 months

Constructed an automatic Twitter API scraper capable of retrieving up to 10.000 tweets weekly, doubling the size of the dataset employed for the training.
Executed ETL processes to streamline data obtained from the Twitter API into structures databases using SQL, increasing the lab’s data processing capabilities by 46%.
Engineered an LSTM-powered sentiment analysis classifier designed to predict presidential election outcomes through comprehensive analysis of Twitter discussions.
Achieved outstanding performance with an accuracy rate of 86%.

Skills

Python SQL Database Apache Hadoop Computer Vision Pytorch Spark TensorFlow Deep Learning Natural Language Processing Power BI Tableau SQL ETL Java Keras PySpark PyTorch NLP Hadoop Selenium TensorFlow PowerBI NumPy Git Pandas sklearn Matplotlib Machine Learning Data Management LSTM CNN AWS Docker MLFlow Twitter API
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