Cole Vita
Computer Science and Data Science Student at UNC Chapel Hill
- Role
- Co-founder, Cpo, Full Stack Developer at Cheeky
- Location
- Chapel Hill, NC, US
- LinkedIn followers
- 500 followers
About Cole Vita
Pursuing a B.S. in Computer Science and minors in Data Science and Statistics
Experience
Co-founder, Cpo, Full Stack Developer
Sep 2022 — Present · Chapel Hill, NC, US
Design and build scalable web application using React frontend and Node.js backend, with MongoDB noSQLdatabase, focusing on test-driven development and leveraging Docker for containerization.• Implement microservices architecture with 24+ APIs for seamless communication between frontend, backend,and browser extension; host frontend on AWS S3 with CDN, resulting in 40% faster page load times.• Build search engine using NLP techniques such as query expansion and named entity recognition.• Devise product similarity algorithm using CNN for image feature extraction, DQN to improve output.• Create product recommendation algorithm using collaborative filtering through SVD and content-based filtering with TF-IDF vectorization, use Multi-Armed Bandits for exploration and online learning.
Education
Miami Beach Senior High School
High School Diploma - 5.19
University of North Carolina at Chapel Hill
Computer Science B.S., Data Science Minor
2021 — 2025
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