WhatShouldIPlay
A game picker that turns a scattered backlog into one playable choice.
View case studyAvery Fernandez · Founding Engineer
I build software forhard, real-worldworkflows.
From Rust desktop applications to multi-tenant cloud platforms and computer-vision systems, I turn complicated work into dependable products.
Selected work · 2026
Four systems,
built end to end.
Public projects selected for product thinking, technical depth, and honest engineering tradeoffs.
Circadian Predictive Coding
Can a model adapt its own capacity around wake and sleep cycles?
View case studyWhatAnimeShouldIWatch
A privacy-conscious recommendation graph built from public MyAnimeList ratings.
View case studyARC Cleaner
A safer way to decide what to keep, find, or sell in ARC Raiders.
View case studyCurrently
F4 IndustriesYC S25Building the document platform behind modern manufacturing.
As a Founding Engineer at F4 Industries, I lead development of a production Rust/Dioxus Windows application and contribute across the cloud platform, release systems, and computer-vision workflows behind it.
Rustproduction desktop application and processing workflows
Cloudmulti-tenant platform and deployment systems
CI/CDWindows build, update, and validation workflows
Selected impact
Measured where it matters.
Performance, scale, and correctness—not activity counts.
Benchmark-driven optimization
Improved large-batch document processing through repeatable benchmarking, targeted optimization, and correctness checks with explicit variance tracking.
Research records
Built a data-analysis pipeline that processed millions of scholarly records in under 15 seconds.
Research projects
Delivered software, data, and ML systems across a wide range of university research collaborations.
About
A systems mindset,
with product instincts.
I’m a software engineer with startup and consulting experience, plus university research work from 2021 to 2025. I care about measurable performance, resilient integrations, legible interfaces, and shipping software people can actually use.
Before F4, I delivered enterprise billing and tenant-administration software at Pariveda and built research systems at the University of Alabama Libraries. My toolkit spans Rust, Python, TypeScript, SQL, cloud infrastructure, computer vision, and applied LLM systems.
I earned my B.S. in Computer Science at the University of Alabama in May 2025 and joined F4 as a Founding Engineer in September 2025, after consulting at Pariveda from June to September 2025.
- Desktop products
- Cloud platforms
- Computer vision
- Data systems
- Applied LLMs
- Release engineering
Start a conversation
Have a hard product or systems problem?
If you’re building desktop software, cloud platforms, applied ML, or a product with unusual technical constraints, I’d be glad to compare notes. I prefer Las Vegas roles or remote teams that can hire in Nevada, and would consider Utah relocation for an exceptional role and compensation package.
Let’s talk