pjamespz
Data all-rounder; works alongside statisticians to offer machine learning and data engineering support for researchers in pursuit of publications and grants.
UC - Irvine Center for Statistical ConsultingIrvine, CA
Pinned Repositories
IoT-IDS-VAE-Classification
Training VAE and an Mixed-Loss VAE with normal network traffic, then implementing validation and test steps that fold in the attack traffic to ensure models' reconstruction error satisfactorily separates data at with accuracy. Leveraging Bayesian optimization to tune hyperparameters and testing one anomaly at a time hold out strategy with AUCs.
Recipe-Review-Scoring-Algorithm-Regression
Leveraging sentiment analysis and data augmentation to recreate recipe scoring algorithm with sparse data. Used MLPs and Gradient Boosting Regressors to compare regression metrics such as RMSE and MSE between raw data and raw data in conjunction with augmented data.
cosmos2024-github
SoCal RUG 2024 Git Workshop, Adjusted for COSMOS 2024 program
cv
As it says on the tin.
pjamespz.github.io
Quarto-powered personal site.
project-template
here's a sample!
SCHOOL-intro-binpacking
Implementation of custom bin packing in addition to a collection of standard bin packing algorithms.
SCHOOL-intro-sorts
School project: Implementation and comparison of various sorting algorithms.
SCHOOL-TravelingSalesman-DFSBNB-StochasticLocal
Bidirectional traveling salesman problem using branch and bound depth-first search and stochastic local search followed by a time complexity analysis.
vdocs-rshiny
An R Shiny front-end fork for vdocs: a package for beautiful and easy documentation of PCS-style analyses
pjamespz's Repositories
pjamespz/vdocs-rshiny
An R Shiny front-end fork for vdocs: a package for beautiful and easy documentation of PCS-style analyses
pjamespz/cosmos2024-github
SoCal RUG 2024 Git Workshop, Adjusted for COSMOS 2024 program
pjamespz/cv
As it says on the tin.
pjamespz/pjamespz.github.io
Quarto-powered personal site.
pjamespz/project-template
here's a sample!
pjamespz/SCHOOL-intro-binpacking
Implementation of custom bin packing in addition to a collection of standard bin packing algorithms.
pjamespz/SCHOOL-intro-sorts
School project: Implementation and comparison of various sorting algorithms.
pjamespz/SCHOOL-TravelingSalesman-DFSBNB-StochasticLocal
Bidirectional traveling salesman problem using branch and bound depth-first search and stochastic local search followed by a time complexity analysis.
pjamespz/socalRUG-Hackathon-2024
Analysis of California's Success In Reducing Linguistic Isolation