Carlos Valderrama

Carlos Valderrama

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Bacolod, Philippines

CS Graduate · Data Analyst · ML Enthusiast

About

I'm a full-stack developer and freelance digital illustrator who thrives at the intersection of logic and creativity. I build intelligent systems that solve real problems — from computer vision automation in hardware-software integration to AI-powered educational platforms — while maintaining a sharp eye for design and user experience.

Beyond the code, my background in project management, data science, and machine learning allows me to architect systems that handle complexity: whether that's designing scalable data pipelines, training and deploying predictive models in production, or untangling patterns in large datasets. I'm equally comfortable translating business requirements into technical specifications as I am designing modular visual systems.

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Tech Stack

React
Next.js
TypeScript
Tailwind CSS
Vite
shadecn
Node.js
Python
Rust
Tauri
Tokio
SQLite
FastAPI
Laravel
Git
GitHub
Supabase
MySQL
PostgreSQL
PowerBI
Pandas
NumPy
scikit-learn
Kaggle
Hugging Face
TensorFlow
PyTorch
Gemini
Google AI Studio
Claude
Adobe Photoshop
Adobe Illustrator
Adobe Premiere Pro
Adobe After Effects
Affinity
Cavalry
Aseprite
Clip Studio Paint
Procreate
Canva
Figma
Blender
Krita
Google Sheets
Notion
Asana
Google Docs

Shipped Products

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Recent Articles

Building Outside the Box: How a Web Developer Managed a Hardware Prototype

Mar 7, 2026

I joined Green Module Systems as a web developer. The scope seemed straightforward — build interfaces, write frontend logic, maybe touch some backend APIs if the project called for it. What I didn't expect was being handed a Reverse Vending Machine prototype to build. Not a web simulation of one. An actual, physical machine with a camera, sensors, a thermal printer, and a computer vision model that had to work in the real world. Even less expected was the fact that I'd step up to manage it.

Project Management/Leadership

From the Sidelines to the System: Building the Animolympics Live Results Platform

Feb 17, 2026

Photo by: University Student Government | Motivated by the friction of delayed event standings, I self-initiated the development of a real-time web leaderboard for the University of St. La Salle’s largest sports event. While the technical execution—a mobile-first system with a secure admin CRUD panel—was a success, the project's true value lay in the post-mortem. This reflection explores the gap between building a functional tool and achieving institutional adoption, offering an honest look at stakeholder alignment, "on-the-fly" live deployment fixes, and the evolution from a display tool to an operational backbone.

Web/Mobile Application

More Than a Title: A Journey of Becoming

Feb 17, 2026

Photos by Computer Science Society | From a quiet realization on a bus ride to leading the Computer Science Society through a year of "firsts," my term as Executive President was defined by unexpected growth. This is a reflection on navigating the resistance of leadership—from administrative hurdles to the success of our university’s first-ever Game Jam—and the lessons learned in cultivating a community rather than just managing an organization.

Project Management/Leadership
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Featured UI/UX Designs

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