Build — Software & AI Projects
The software and AI side of things: mobile apps, AI agents, and the odd experiment that got out of hand. Most of what's here started as "I wonder if I can build this," then turned into something people actually use.
aiRag
An AI-powered web app that provides smarter, context-aware answers using retrieval-augmented generation.
Accent Classifier
An AI-powered web app that identifies and classifies accents from audio clips, either via URL or direct recording.
XSight AI
A fine-tuned version of Meta’s LLaMA 8B Instruct model, optimized for industry-specific inference tasks.
Snap POS
A Point-of-Sale Android app with integrated OCR and inventory management for small businesses.
Swerthree Angle Matrix
A digit-pattern visualization app that helps users predict Swertres numbers through historical matrix mapping.
Badminton Scorecam
A real-time mobile app that overlays scores directly onto a camera feed during badminton matches.
Make — Electrical, Electronics & DIY
This is where the electrical engineering background gets hands-on: PCB design, embedded systems, 3D-printed enclosures, the occasional circuit that smokes before it works. It's the physical counterpart to Build: same curiosity, different tools.
Blog — Thoughts, Builds & Beyond
Write-ups on whatever I'm learning or building: AI, electrical engineering, sustainability, sometimes just an opinion I needed to get out of my head. Equal parts documentation and thinking out loud.
Alternative Cloud Service for AI - RunPod Review 2025
How RunPod makes high-performance GPUs accessible and why it stands out against AWS, Google Cloud, and Azure.
8-minute read
What is Retrieval-Augmented Generation?
How it works, its benefits, limitations, why should you consider it over training your own AI model?
8-minute read
Understanding Net-Metering in the Philippines
How it works, its benefits, limitations, and why battery storage is becoming an attractive alternative.
5-minute read
The Carbon Cost of Digital Climate Solutions
Exploring how AI’s massive energy use, water consumption, and e-waste may undermine its climate promises.
3-minute read
Why Solar Panels Might Not Be as Clean as You Think
A deep into the hidden environmental impacts of manufacturing, mining, and solar waste.
2-minute read
Everything above is the highlight reel. The name itself is a small mashup: sibol, Filipino for "sprout," and bool, short for boolean, one of the most fundamental building blocks in engineering and code. Felt right for a place about things still growing.
If you want the fuller story: how an electrical engineer ended up building AI agents, the projects that didn't work, and what I'm chasing next, that's over on my About page.