Developed strong data science foundations and delivered impactful solutions through hands-on projects and advanced analytical techniques during a 12-week immersive bootcamp.
• Designed and implemented machine learning models, including regression, classification and CNN for image classifications, while leveraging Python, SQL and feature engineering to extract actionable insights from complex datasets.
• Applied Natural Language Processing (NLP) techniques, including sentiment analysis, to analyze user feedback and uncover trends, demonstrating expertise in data scraping, EDA and model evaluation to inform product strategy.
• Built end-to-end data pipelines, utilizing OOP principles, Excel for data analysis, and visualization tools to deliver interpretable results, while optimizing model performance with dimensionality techniques such as PCA.