Jose Esparza

Missy

Missy

Projects

MLJ.jl—A Julia machine learning framework.
DearDiary.jl—A machine learning experiment tracking tool for Julia.
MichiBoost.jl—CatBoost implementation in Julia.
MLFlowClient.jl—A Julia client for MLflow.
ARP.jl—Auto-Rotating Perceptrons in Julia.
pluto-design-system—CSS framework styled in the Pluto.jl aesthetic.
missyhud.prx—A PSP HUD plugin, written in C.
proton-ge-manager—Painless proton-ge installation for Steam Deck/Linux.

More in my Github Profile.

Notebooks

I'm an enthusiast of Julia, so I translated every Python project from my old portfolio into Julia using Pluto.jl for reactive notebooks.

MLOps & Lifecycle Management

MLOps in Julia: Experiment Tracking and Lifecycle Management with MLFlow

High-Performance Computing & GPU Programming

Hardware-Agnostic AI: Implementing Online Softmax with KernelAbstractions
High-Performance Deep Learning: Custom GPU Kernels for Softmax Operations

Deep Learning Architectures

Computer Vision Fundamentals: Image Classification Architectures with Flux.jl
Deep Learning for Education Analytics: Student Performance Classification
Explicit Parameter Neural Networks: Regression Modeling with Lux.jl

Data Engineering & Scalable Processing

High-Performance Data Engineering: Multi-Threaded Audio Processing in Julia
Scalable Audio Preprocessing Pipelines for Machine Learning

Applied Machine Learning & Data Science

Comparative Modeling and Pipeline Construction with the MLJ Framework
Data-Driven Wealth Management: Identifying Investor Archetypes via K-Means
Geospatial Data Analysis: Exploratory Analysis of Peruvian Seismic Catalogs