Built a machine learning application that analyzes Amazon customer reviews and predicts whether the sentiment is positive or negative.
The project uses TF-IDF to convert review text into numerical features and Logistic Regression for sentiment classification. The trained model is integrated into a Streamlit application so users can enter a review and receive a sentiment prediction.
Built with: Python, TF-IDF, Logistic Regression, Machine Learning, and Streamlit.
Anima is a self-initiated type design project inspired by vintage print, worn ink and analog photography.
The collection includes two experimental serif typefaces: Anima Editorial, with elegant proportions and contrasting strokes, and Anima Retro, with softer, bolder shapes. Both feature grain built into the letterforms.
I developed the creative direction, custom fonts and promotional artwork, combining AI-assisted exploration with font development. The campaign pairs textured typography with motion-blurred photography to capture a warm, nostalgic mood. FREE DOWNLOAD AT https://twaperdigital.com/anima-retro
Sunny Rock — Cinematic Paris Travel Website | Creative Web Development
Experience Paris through Sunny Rock, a cinematic travel website concept designed to combine immersive visuals, elegant UI/UX, and interactive scrolling into a premium digital experience.
This self-directed project explores modern web design through cinematic imagery, scroll-driven animations, glassmorphism, smooth transitions, and responsive layouts.
🛠️ Technologies & Skills
HTML5 & CSS3 — Semantic structure, modern styling, and responsive layouts
JavaScript (ES6+) / TypeScript — Interactive behavior and animation logic
React.js — Reusable components, hooks, and state management
Tailwind CSS — Utility-first styling and responsive design
HTML5 Canvas API — 2D rendering for visual effects and image sequences
Scroll-Driven Animation — Frame-by-frame image sequences synchronized with scrolling
requestAnimationFrame & Linear Interpolation (Lerp) — Smooth animation updates