Nathan Leo in a mountain landscape

Researcher · Builder · Entrepreneur

Nathan Leo

I build at the edges of quantum computing, artificial intelligence, acoustics, materials, and the natural world.

“Why fit in when you were born to stand out?”

— Dr. Seuss

Ideas build
a brighter tomorrow →

Penn StatePenn State PhD student Los Alamos National LaboratoryLos Alamos researcher Project Green Thumb co-founder
01

Question · Simulate · Discover

The Researcher

2024–Present

Visualization of acoustic waves moving through a material microstructure

Penn State · Engineering Science & Mechanics

PhD student advised by Christopher M. Kube

I study quantum algorithms for elastic-wave simulation with Professor Kube and Los Alamos collaborators, exploring what lies beyond classical computing.

Read about the Penn State/LANL collaboration ↗

July 2025–Present

Los Alamos National Laboratory

Research in quantum computing, acoustics, and AI-driven materials design—simulating waves and generating targeted microstructures.

02

Ideas · Experiments · Community

The Founder

2022–Present

Project Green Thumb awardProject Green Thumb team at Penn State

Project Green Thumb · Co-founder · 2024–Present

Restoring ecosystems, one yard at a time.

AI and augmented reality for native, low-maintenance landscapes, powered by over one million ecological references.

Winner of the first Vishwamitra AI Geography Award, with $10,000 in continuing GeoEd Foundation support.

Read the Penn State feature ↗
Artwork from Leo and Biancarelli

Founder · 2023–Present

Leo & Biancarelli

Physical and digital product design, private contracts, and AI-assisted creation.

Project · Jan–Aug 2024

The Idle Killers

National first-place airport concept using route optimization and reinforcement learning to model up to 30% lower taxiing fuel use.

Did not proceed due to IP and patenting constraints.

03

Engineer · Create · Learn

The Explorer

2020–2024

Penn State University

B.S. in Engineering Science

2020–2024 · GPA 3.33/4.00

Thesis focused on local language models, semantic reasoning, and retrieval-augmented generation.

Nathan Leo working at a live audio production

Live sound

Sound engineer & producer

2023–2024

Nittany AI Advance

Built AI for transcript extraction and helped Penn State teams apply GPT and transformer models.

2021–2023

BEAM Lab

Detected structural cracks with computer vision and mapped damage onto 3D models.

Summer 2022

Reuther+Bowen

Automated structural-design workflows with Dynamo and Revit.

Spring 2022

Teaching assistant & course developer

Helped develop and teach AE 240: programming and data science for architectural engineering.

Delta Sigma Phi · 2023

Twenty-one feet. One week.

Designed and built a collapsible, illuminated 21-foot DJ pyramid in one week.

Show more pictures
04

Build · Play · Connect

The Builder

2014–2019

A Minecraft Network · Founder

A first company, hidden inside a game.

Taught myself Java and Debian to build a Minecraft network with custom games, multilingual plugins, and a community-led staff.

  • 9K+players
  • 25staff
  • 3languages
Custom Minecraft world from Nathan Leo's networkCustom Minecraft world from Nathan Leo's networkCustom Minecraft world from Nathan Leo's network

It started
with a server!

Open the community archive 12 screenshots

Beyond the lab

Leadership & impact

Nathan Leo dancing in Penn State THON

THON Dancer · 2023

46 hours. For the kids.

Danced for 46 hours straight to raise money for children with cancer and research.

Current

ESM Graduate Council · Event Planner

Organize ESM Today, the department’s annual day-long, conference-style event where graduate students and postdocs share their work through 15-minute presentations.

2021–2024

Director of Alumni Relations

Worked through the Undergraduate Engineering Council and alumni council to coordinate events connecting alumni and students.

2024

Robert W. Young Award

Scholarship award from the Acoustical Society of America.

2020

Mike Memorial Math Scholarship

Recognized for strength and promise in mathematics.

Selected builds

Projects across disciplines

Hardware, software, structures, AI, and experiments—learning by making.

01

2025 · Spring 2025 project

Iron Nova

An open-source reinforcement-learning concept for classifying and predicting satellite maneuvers using anomaly detection, threat classification, and orbital energy analysis.

02

2024 · Penn State

Together, Tacit

A wireless Arduino haptic controller integrated with an immersive sculpting game built in Unity.

03

2023–24 · Nittany AI Advance

SmartOCR

Introduced large multimodal models to rethink the back-end workflow and improve OCR methods for transcript analysis.

04

2023 · Delta Sigma Phi

Collapsible 21-foot pyramid

Designed and built a collapsible DJ pyramid in one week for fast assembly, disassembly, and spectacle.

05

2022–23 · Independent

Plasma generators & Tesla coils

Built high-voltage DC and AC plasma generators capable of producing 25,000 volts, alongside functional Tesla coils.

06

2019–20 · Independent

Smart mirror

Combined two-way mirror glass, a repurposed display, and Raspberry Pi into a connected home information display.

07

2018–19 · Independent

Elevator prototype

Built a working multi-story elevator prototype using Arduino, a self-designed circuit, and a customized metal construction kit.

Toolbox

Skills that move between worlds.

Code & computation

  • Python
  • C / C++
  • Java
  • Swift
  • MATLAB
  • SQL

AI & data

  • Machine learning
  • Deep learning
  • Computer vision
  • Data analysis

Software & systems

  • Web development
  • Cloud computing
  • Docker
  • Git

Design & simulation

  • CAD & BIM
  • Unity / Unreal Engine
  • 3D modeling
  • Adobe Creative Suite

The next chapter

Have a difficult question?
Let’s build toward it.

Email NathanLinkedIn ↗GitHub ↗