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.

CUDAC++HPC

(IA)^3 for Stable Diffusion

YouTube GitHub

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

PyTorchDiffusionFine-TuningTraining

Orthogonal Fine-Tuning

GitHub

Orthogonal fine-tuning for Stable Diffusion.

PyTorchDiffusionFine-TuningTraining

JAX Fractal Renderer

Blog GitHub

Pixel optimization approach to render fractals with JAX.

JAXHPC

NFT Call Options

YouTube GitHub

Hackathon winning Algorand smart contracts enabling options for NFTs.

BlockchainFinanceSmart Contracts

Earnings Call Model

GitHub

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

NLPFinance

Skills

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

Socials

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