Projects
NBA Dream Team Builder | Full-Stack Web Application
Jan 2025
Engineered a dynamic web app using React (TypeScript) and Flask, enabling users to filter over 400+ NBA players by position, team, and performance stats.
- Built a RESTful API with Flask and Pandas to efficiently query and serve NBA player data from the 2016-17 season.
- Enhanced UI/UX by implementing responsive design principles and interactive visualizations, improving user engagement and accessibility across devices.
Smart Text Analyzer: Advanced Similarity Classifier
Dec 2022
Developed custom algorithms for feature extraction (word frequency, sentence length, stemming) and log similarity scoring, enhancing the accuracy by 20% of a Python-based text classification model.
- Designed a scalable system to process, save, and load large text datasets (up to 100,000 words), utilizing Python’s file handling to streamline model training and evaluation.
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