What My Hands Knew First
I only discover what I believe after I build it.
Magandang araw!
Good day. Welcome.
I build software, study how systems reason, and make photographs.
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I’m Rhine, a designer, photographer, and researcher based in the Philippines. My work brings together AI engineering, causal reasoning, and tools for research.
Design is the foundation of my work. It gives imagination a form I can build, question, and refine. Photography and nature shape my sense of framing and restraint; I bring that same care to software.
I’m building toward intelligent systems that can explain, remember, and reason causally. Their answers should keep sources, evidence, and uncertainty visible, remain open to correction, and leave room for human judgment.
More on my approachTools for reasoning, research, and careful software work.
A source-linked research field guide with plain-language explanations, methodological distinctions, and practical templates.
A place to explore interface motion and landing-page templates.
A companion-agent runtime for sustained work, memory, and explanation.
A terminal workspace for companion-assisted software work.
A developing reference for Twin-Sparrow’s TUI and 2041 (Aurelian): documentation, research notes, and a planned manuscript-based podcast on brittle AI and self-correcting intelligence.
Tools for testing hypotheses, interventions, and counterfactuals.
A seismic observation interface that keeps events and reports distinct.
A writing workspace focused on academic drafts, revision, and documenting the writing process.
Photography teaches me what to notice—and what to leave out.
Ideas put into writing so they can be examined, tested, and revised.
A proposal for constraining unsafe reasoning before an agent uses a tool.
A model exploring how ongoing affective feedback could guide intelligence.
A method combining causal reasoning, memory, and critique.
An examination of school violence in the Philippines beyond single-cause blame.
Keep evidence, uncertainty, and limits visible.
I only discover what I believe after I build it.
For research, software, or photography—tell me what you’re working on.
Email meA command view of this portfolio. Browser only—no shell, filesystem, or system access.
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