// about
I started with hardware at five, broke enough things to learn how they work, and moved into software in 2020. That background still shapes how I think: I care about what a system actually runs on, not just the code on top.
Right now I'm finishing my CS degree at FP-UNA while working toward a niche that doesn't really exist in Paraguay yet: edge computer vision — running models on devices that aren't in a datacenter. Robotics-grade CV is the dream, but Paraguay doesn't pay for that yet, so the practical path is to put CV where it actually helps: agriculture, traffic, retail, security, anything with a camera and a real problem.
I also keep sharpening backend skills because that's what the local market pays for. The goal isn't to be two devs — it's to be one who can design systems end-to-end, which is the Software Architect trajectory I'm building toward.
// current focus
Computer Vision
The long-term specialization. Today it's OpenCV — blurs, binary ops, the statistical side of image work. The deep learning frameworks come next. End goal: models that see, classify, and run somewhere useful.
Backend engineering
What actually pays in Paraguay. Java, Python, Node. APIs, services, the boring glue that makes everything else work. Strong fundamentals on purpose.
Edge vision
Where CV meets constraints. On-device inference, embedded targets, hardware-aware design. The intersection of what I love and what's buildable here.
// stack — what I actually use, honestly
Languages
Computer Vision
Infra & Tooling
// on the roadmap · not in the stack yet
I'd rather show a small stack I can defend than a big one I'd have to explain.
// trajectory
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2009 · AGE 5
Started with hardware
Disassembled things until I understood them. The instinct for "how does this actually work" never left.
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2020 · AGE 15
Moved into software
Started writing code. Built small things, broke bigger things, learned from both.
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2024 · NOW
CSE @ FP-UNA, building backend fundamentals
Studying the degree + sharpening Java, Python, and API design. The market skill that pays the rent while I build the rest.
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2025 · TURNING POINT
Started specializing in Computer Vision
Picked the niche. Got serious with OpenCV. Stopped trying to learn everything, started going deep on what I actually want to do.
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2026 · CURRENT
Picking the edge vision lane
Robotics CV is the dream, but Paraguay won't pay for that yet. Edge vision — CV that runs on real devices solving real local problems — is the practical bet.
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FUTURE · THE TARGET
Software Architect
Designing systems, not just writing code. The end of the path: someone who can hold the whole picture — backend, ML, infra, hardware — in their head at once.
// projects
ProyectoDeAlgo
My first Python project using PyGame. A small game built during the Algorithms course at FP-UNA. The code isn't pretty — it's where I learned to ship something that actually runs. Kept public on purpose. This is the floor, not the ceiling.
Next: an edge CV project
Real problem, real dataset, real deployment. End-to-end: data → training → inference → on a device that isn't a server. Living in its own repo when it's ready.
// now
Finishing CSE at FP-UNA, building the first real edge CV project with OpenCV (and likely PyTorch for the model side), and learning the SA mindset by designing systems end-to-end instead of just shipping features.
last updated · 2026 · asunción, paraguay