tianyimasf,Alex (Tianyi) Ma,github

👋 Hey! I’m Alex, a recent math graduate, a researcher and a programmer.

🚀 Current focus 1: ML Theory (online convex optimization, algorithmic game theory, general ML research paper bi-weekly reading)

🚀 Current focus 2: Story of Hands, an online art game, an intuitive interface for players to guess the story behind a curated collection of hand gesture pictures.

📚 Interests: ML, HCI, data viz, full stack dev

🤔 I’m currently applying for Fall 2023 entry for Georgia Tech's online MSCS program, looking to specialize in Human Computer Interaction(HCI) and work in the interactive media/graphic programming industry.

Stuff I've done:
🌈 Moving color gradients: an automatic, color changing canvas using semi-random Bezier curves and bilinear interpolation
📈 Data visualizations: 3D stars in the universe, Social Network, Temperature Time Series, GIS, Harry Styles Lyrics Data, Art History Textbook Data
🧠 Full Stack ML & Kaggle & Datathon: Fungi Image Classification: from 9 species to 280 different species, 9-species page, hugging face demo, 280-species page, hugging face demo, Real Disaster Tweets Classifcation, Long Range Tabular Weather Data Forcasting
🕸️ ML Algorithms from scratch: MLP, Hidden Markov Chain
🎵 Audio processing: Imagine, an audio web app that converts audio files to matrices of frequencies in time bins(spectrogram) using Fast fourier transform.
➕ Undergrad Honor Math Thesis and Numerical Experiments on Optimization