Jacob Mish
Software Engineer / Data & ML Engineer

About

Hi, I'm Jacob.

I'm a software engineer with a strong foundation in data, machine learning, and analytical problem-solving. My background in Geophysics shaped the way I think, giving me a deep appreciation for precision, pattern recognition, and approaching problems with both curiosity and discipline.

Over the years, I've worked across a wide range of technologies, building applications, data pipelines, and automation that help teams work smarter and more efficiently. While I specialize in software engineering today, I still have a genuine passion for data-driven systems and ML-powered solutions, and I enjoy applying that knowledge wherever it can create impact. Throughout my career, I've had the opportunity to work with diverse programming languages, tools, and people, constantly learning and adapting with each new challenge. What I value most isn't just the technical problem-solving, but the collaboration that happens along the way, sharing insights, learning from others, and growing with the perspectives of the people I work with.

Outside of work, I spend a lot of time building personal projects,everything from developer tools and APIs to game-inspired applications. Exploring new ideas keeps me sharp, fuels my creativity, and helps me stay connected with the fast-moving tech landscape.

I approach every project with a mix of curiosity, diligence, and humility. I value collaboration, continuous learning, and writing software that feels thoughtful and purposeful. For me, success is not only about solving problems but contributing to something meaningful through the work I do.

Feel free to message me onLinkedIn to chat!

Experience

My Professional Journey

Projects

Stuff I've Worked On

Budget Tracker TUI screenshot

Budget Tracker TUI

RustTUIFinanceCLI
My Portfolio Website screenshot

My Portfolio Website

ReactTypeScriptCSSFramer Motion
Rust Snake Game screenshot

Rust Snake Game

RustGGEZ
Machine Learning Pipeline screenshot

Machine Learning Pipeline

PythonFlaskSklearnScipyPandas
Connect Four Solver screenshot

Connect Four Solver

RustAIMinimaxGUI

Hypixel-API-Lib

PythonHypixel ApiLibraryOOP

Publications

Research and Articles

Distributed Acoustic Sensing and Machine Learning: Rockfall Detection at Mt. Meager, B.C.

Mish, J., Ferguson, R., Mosher, C.

NSG2023 29th European Meeting of Environmental and Engineering Geophysics, Sep 2023, Volume 2023, p.1 - 5

2023

Distributed Acoustic Sensing of daylight on a glacier in Canada: Hotspot Monitoring

Ferguson, R., Mosher, C., Dettmer, J., & Mish, J.

NSG2021 27th European Meeting of Environmental and Engineering Geophysics

2021

Javaseis cloud: A cloud-native framework for seismic io.

Mosher, C. M., S. Sood, R. J. Ferguson, and Mish, J.

2022 Rice Oil & Gas HPC Conference

2022

Video Recording, Houston, United States

On The Web

More of my works

Contact

How to reach me

The fastest way to get in touch with me is to send me a message onLinkedIn or anEmail. Whether you have a question or just want to say "Hi," I'll try my best to get back to you.