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COLIN LEVINE
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Flashback is your AI study partner that turns any course material into memory-boosting study sessions, converting Notion pages, text inputs, PDFs, and YouTube videos into flashcards. It also generates multiple-choice quizzes and features a chatbot with text-to-speech and speech recognition for interactive studying. Built on Next.js with Stripe for payments, Supabase for PostgreSQL, and hosted on Azure and Vercel, it launched in January 2025 and is now used internationally. Along the way, I gained software engineering knowledge and business experience in social media advertising, email marketing, customer acquisition, filings, and international tax strategy. Flashback has been reviewed on websites like Automateed, There’s an AI for That, and HuntScreens, with 2,300+ organic impressions on X from others discussing the product.
Trained on a dataset comprising 13,000 lines of classical music, the model utilizes Long Short-Term Memory neural network architecture to capture intricate patterns and structures present in musical compositions. Additionally, the model seamlessly converts the generated music from text to MIDI format and synthesizes it into a WAV file, emulating the sound of a grand piano.
This study aid platform was developed to improve study skills and exam preparation through active recall, leveraging the power of GPT 3.5 Turbo from OpenAI. Inspired by the scientific effectiveness of active recall in learning, the platform assists users in comprehending complex topics and provides guidance to reinforce understanding.
This hackathon was an opportunity for me to teach a team that was entirely new to web development. Together, we designed, built, and deployed a full-stack web application in just 24 hours. The project provides AI-generated course descriptions from GPT 3.5 Turbo, grade distribution graphs, and professor reviews for each computer science class, all within a single platform. The app was deployed on Google Cloud, ensuring accessibility for all students.
Hi, my name is Colin Levine, and I'm a Junior at The University of Texas at Dallas completing my Bachelor's Degree in Computer Science with a minor in Economics.
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