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JULIETTE MANGON

Education

B.A. in Computer Science and Mathematics | New York University, College of Arts & Sciences
Coursework: Algorithms, Applied Internet Technology, Computer Systems Organization, Discrete Structures, Natural Language Processing, Numerical Analysis, Numerical Computing, Operating Systems, Real Analysis, Theory of Probability, Topology.
Minor in Business of Entertainment, Media, and Technology | Stern School of Business, Steinhardt School of Culture, Education, Human Development, Tisch School of The Arts
Coursework: Entertainment and Media Industries, Globalization of the Entertainment Industry, Business Structure of the Music Industry, Business of Film, Business of Video Games.

Technical Skills

Languages & Frameworks: Java, C++, C, Python, JavaScript, React, HTML, CSS, MATLAB, Haskell, Assembly, BASIC

Tools & Services: Git, GitHub, Docker, LaTeX, Unix/Linux, Excel, Google Suite, Node.js, NPM, Vite

Spoken Languages: English, French, Spanish (Conversational)

Work Experience

USA Mathematical Talent Search Grader | Art of Problem Solving
Evaluate student submissions to the USA Mathematical Talent Search, a national problem-solving contest for high school students. Review solutions in depth, assess logical reasoning and mathematical rigor, and provide constructive written feedback to support learning and improvement.
Website Developer | Tryst Restaurant
Rebuilt the restaurant's website from scratch using HTML, CSS, and JavaScript, transitioning from Wix to a fully customized and maintainable codebase. Improved user experience through responsive layout design, added SEO optimizations, and enhanced accessibility and site performance across devices.
Photoville Intern | Regenerating Inc.
Developed a SwiftUI-based photo editing iOS app integrating AI-powered facial recognition tools using OpenCV (cv2), dlib, and NumPy. Led UI design in Figma and conducted competitive analysis to guide pricing and feature strategy for potential launch.

Projects

Technical Projects

Creative Portfolio Websites
Designed and developed responsive portfolio websites for photographers and visual artists using React, Tailwind CSS, and JavaScript. Each site was tailored to the client's creative vision, with a focus on clean layout, intuitive navigation, and smooth animations to showcase their work professionally.
Differential Geometry Online Resource
Designing and developing a comprehensive online learning platform for Differential Geometry, featuring structured lecture notes, visual aids, and interactive components to make abstract material more accessible. Inspired by educational models like Paul's Online Math Notes.
Plagiarism Detection Enhancement Project πŸ”— (PDF)
Implemented a custom plagiarism detection system using NLP techniques including N-gram classification, TF-IDF, and Word2Vec embeddings. Focused on optimizing performance by analyzing scoring outputs and iteratively improving precision and recall through parameter tuning.
Ad Hoc Information Retrieval System
Built a TF-IDF-based ranking system to match 1,400 document abstracts to 225 custom queries. Used cosine similarity to determine relevance and evaluated system performance using Mean Average Precision to guide algorithm refinements.
Temperature Checker
Created a contactless body temperature reader using motion sensors and an infrared camera. Designed and built an LED output that changes color depending on the temperature range detected, enabling quick visual feedback for public settings.
Graph Theory & Enumeration Research
Engaged in a semester-long independent reading and research project on graph theory under the mentorship of a graduate student. Explored enumeration techniques and theoretical graph properties, culminating in a final presentation to faculty and peers.

Media & Entertainment Projects

Spotify Listening Behavior Case Study (PDF)
An in-depth exploration of how Spotify’s user interface design and data-driven recommendations shape listening patterns and music discovery. Analyzed the psychological and technical mechanisms behind playlisting, autoplay, and algorithmic curation in the streaming economy.
Fashion in Video Games Proposal (PDF)
A strategic business proposal advocating for luxury conglomerate Kering to invest in digital fashion creation tools within user-generated content platforms such as Roblox and Fortnite. The report outlines how branded design templates and avatar styling assets can engage younger consumers and expand brand identity into virtual economies.
AI in Music Creation Analysis (PDF)
A critical analysis of how generative AI tools are reshaping music composition, cultural expression, and intellectual property rights. The paper balances innovation with ethical questions about authorship, artistic authenticity, and the evolving role of human creativity in music production.