Computer vision
I train and evaluate detection models with YOLOv8: preparing datasets, reading precision and recall, and improving from there.
Used in SPAI and WilderCards
Computer visionYOLOv8 models I trained
Spatial computingApple Vision Pro
Mobile and backendAndroid, Firebase
HardwareESP32 and NFC
Juan Adams
Software engineer. I build things that work in the real world, from vision models to the hardware you tap.
I build software that sees, taps and helps.
Computer vision, apps for Apple Vision Pro, mobile backends and NFC hardware. Every project starts with the person using it.
Headed for medical technology.
Not for riches. Not because it's possible. Because it helps.
Points first, the way Vision Pro sees a room. Then me.
1.0About
From restaurant floors to a computer science degree, I learned to move fast and take care of people. Now I build technology that does the same.
B.S. Computer Science, Full Sail University
Product rep intern, Baybot Dynamics
Building in public as Juan Builds Tech
2.0Work
Selected work
SPAI
A Vision Pro assistant that helps catch mistakes before surgery, using vision models I trained.
WilderCards
Snap a photo of any animal and get a trading card for it. I built the whole Firebase backend.
TouchPoint
Tap an NFC card on an ESP32 reader, and attendance logs itself, end to end.
More on the way. Follow the builds on GitHub.
3.0What I bring to a team
Spatial apps
Apps for Apple Vision Pro and iPhone in Swift, SwiftUI and RealityKit, with Core ML for running models on the device.
Used in SPAI
Mobile and backend
Android in Java, React Native, and the services behind them: Firebase Auth and Firestore, REST APIs in Node and FastAPI.
Used in WilderCards and TouchPoint
Hardware and IoT
Microcontrollers talking to real software: an ESP32 and PN532 NFC reader that turns a tap into a logged record.
Used in TouchPoint
Software engineering
The fundamentals under all of it: Python, C++, JavaScript and SQL, socket programming, database design, Git and clear documentation.
B.S. Computer Science, Full Sail University
4.0Process
How I work
The same four steps run through every project, from a vision model to an NFC reader.
- 01
Start with the person
Before any code, I figure out who is on the other side: a sterile processing tech, a student tapping in, a kid photographing a turtle.
- 02
Make it work end to end
I get a rough version working all the way through early, like TouchPoint's first tap landing in the database.
- 03
Measure it
Precision, recall, a test that passes. I want numbers that tell me whether it really works.
- 04
Ship it and show it
I document as I go and share what I build in public on Juan Builds Tech.
5.0Experience
Where I've been
Robotics, customer engagement, a computer science degree, and years of fast-paced service work.
Research Assistant
Apex R&D, a spatial computing labProduct Representative Intern
Baybot Dynamics. Demoed Pudu service robots at the FALA Conference.B.S. Computer Science
Full Sail University. Built SPAI, WilderCards and TouchPoint.Customer Engagement Representative
AT&T Campaign, Pharonic Inc.Team Member
Chipotle, Orlando, FL
My mission
Not for riches. Not because it's possible. Because it helps.
I want to build medical and computing technology that moves the whole industry forward for the good of people. If your team is working on that, let's talk.