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 a anexample 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

JavaScript
TypeScript
React
Next.js
Python
PyTorch
JAX
CUDA
Machine Learning
Data Science

Socials

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