Andrew Attilio

Software Developer

San Francisco, CA

LinkedIn
AA

About

Hi there! My name is Andrew. I enjoy tackling tough problems, usually by programming a solution. Outside of computer science and mathematics, my interests include education, guitar, fitness, food, and fantasy literature.

Experience

DC Ernst Mathematics Research Group

Aug 2024 - May 2025

Research Assistant

  • Develop a Python package to verify conjectures about graphs.
  • Investigate combinatorial properties of braid graphs in Coxeter systems.
  • Co-author a research paper (in progress) and present findings at multiple conferences.

Collaborative Computing Lab

Jan 2024 - Dec 2024

Software Research Technician

  • Design and implement a Python package for spatiotemporal epidemiology modeling.
  • Optimize computational performance using JAX for GPU acceleration.
  • Leverage parallel processing and HPC clusters to handle large-scale datasets.
  • Co-author a research paper.

Independent Contractor

Jan 2020 - Jan 2024

Digital Marketing Manager

  • Develop and author technical content, primarily for companies in the solar industry.
  • Collaborate with clients and oversee employees using various remote work technologies.

Hana Farms

Jan 2022 - Dec 2022

Restaurant Manager

  • Oversee daily operations, resolve guest issues, and improve profitability.
  • Hire, train, and develop a team of 15+ employees.

Water's Edge Resort

Jan 2019 - Jan 2020

Resort & Restaurant Manager

  • Oversee all resort operations, including hotel, condos, and full-service restaurant.
  • Supervise 20+ employees, including hiring, scheduling, training, and coaching.

Education

Northern Arizona University

BS in Mathematics
Minor in Computer Science

Publications

Estimating dynamic transmission rates with a Black-Karasinski process

June 2025
A. Drennan, J. Covington, D. Han, A. Attilio, et al.
View paper: https://arxiv.org/abs/2505.24127

Skills

Python
R
TypeScript
React
Machine Learning
Version Control (Git, GitHub)
Object-Oriented Programming
Data Structures & Algorithms
Data Visualization
Docker
HTML/CSS
Bayesian Statistics
Mathematical Modeling
Data Visualization
SQL
Rust
C
Linux Systems
Flask

Projects

Gym Management Dashboard

Full stack gym management dashboard for Bay Area business. Scheduling, payments, and more.

React
TypeScript
Python
AWS
PostgreSQL

Epidemiological Forecasting

Use Bayesian Filters and Trend Forecasting to predict new influenza hospitalizations.

Python
JAX
R
NumPy
Pandas
SQL

Personal Trainer Website

Website for Bay Area personal trainer.

React
TypeScript
Vite
Vercel

Pure Recipe

A terminal program to quickly bypass the junk that plagues most recipe websites. Users can view ad-free recipes in the terminal or save the output to a markdown file.

Python
Side Project

Game of Life

A classic example of cellular automata, mathematical modeling, and artificial life.

Side Project
Python