Insights on AI engineering, machine learning systems, and lessons learned from building intelligent applications.
A practical note on using Higgsfield Cinema Studio 3.5, Seedance 2, GPT Image 2.0, Nano Banana Pro, and CapCut to turn an AI-generated client video draft into a reusable creative workflow.
A discovery note on how modern LLMs can read Adobe Illustrator files through their PDF-compatible stream, and what that means for design handoff, SVG extraction, and agentic creative workflows.
The story of organizing an AI career summit at UP Diliman, filling a 256-seat room, and starting a new Technical Chief of Staff role days later while still closing out an AI engineering job.
How a local-first newsroom pipeline ingests RSS feeds, scores stories, writes in a Filipino-aware editorial voice, generates covers, runs visual QA, and posts daily drops to community channels.
A research note on using transcripts, scene-change frames, and structured sidecars to map how a Filipino true-crime and documentary format builds suspense, evidence, and closure.
A manifesto and proposal for a new kind of hackathon in the Philippines: one where participants ship real, deployable, fundable products using AI, and get funded on the spot. We are looking for a partner to make it happen.