Tripp Lyons

I'm a computer science student exploring machine learning, finance, and high-performance computing. When I'm not coding, I solve Rubik's cubes blindfolded. Here's an example solve video.

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Projects

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CUDA Fractal Renderer

GitHub >

High-performance fractal rendering using CUDA.

CUDA C++ HPC

(IA)^3 for Stable Diffusion

YouTube > GitHub >

(IA)^3 parameter-efficient fine-tuning for Stable Diffusion.

PyTorch Diffusion Fine-Tuning Training

Orthogonal Fine-Tuning

GitHub >

Orthogonal fine-tuning for Stable Diffusion.

PyTorch Diffusion Fine-Tuning Training

JAX Fractal Renderer

Blog > GitHub >

Pixel optimization approach to render fractals with JAX.

JAX HPC

NFT Call Options

YouTube > GitHub >

Hackathon winning Algorand smart contracts enabling options for NFTs.

Blockchain Finance Smart Contracts

Earnings Call Model

GitHub >

Scraper + ML pipeline predicting stock performance from earnings call transcripts.

NLP Finance

Skills

Machine Learning
Data Science
Python
PyTorch
JAX
Triton
CUDA
JavaScript
TypeScript
React
Next.js
Web Application Security

Socials

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