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Based in Indonesia
Seven years keeping other people's businesses running. Nights and weekends building theories about why everything — markets, empires, conversations — moves in cycles. The obsession is the same. The context just changes.
The Human
01
Most of my career has been the same job with different names: make sure it actually works. Not "works in the demo." Works — in a merchant kitchen at 7am before service, on the floor of a retail outlet during a go-live, in a Jira ticket at midnight when a national-scale system has gone down and the client needs a status update before they talk to the press.
What that work taught me, unexpectedly, is that every friction point in a system is a human friction point underneath it. Someone who doesn't understand. Someone who doesn't trust. Someone who is simply exhausted and needs a clear sentence, not a manual. The technical fix is usually the easy part.
Later, the work shifted to institutional clients — national-scale EdTech platforms managed remotely across timezones. I owned the communication threads, wrote the specs, walked stakeholders through sign-off, ran testing all the way to production. The bridge between what someone needs and what a system can actually deliver — that was always the job.
In my best year, the team ranked 1st nationally by productivity. The number mattered less than what caused it: people who genuinely cared about the clients. That doesn't happen by accident. It has to be built.
02
It started with one question I couldn't put down: why does everything move in waves? Not just markets. Empires. Technologies. Conversations. Civilisations. The pattern appears at every scale. Once you notice it, it becomes impossible to unsee.
Markets became the laboratory because they're the most transparent mirror of collective psychology available. Every candlestick is a crowd decision made legible. I'm not chasing what happens next — I'm trying to understand the architecture of how things unfold in the first place.
That obsession eventually became a formal paper: Reflexive Symmetrical Architecture — A Unified Theory of Price-Time, published on Zenodo with a registered DOI. A network engineer publishing a unified theory of price-time. I am aware of how that sounds. I wrote it because the idea had been in my head long enough that it needed a proper home.
The tools on this site are the practical expression of the same thinking. Not built for a portfolio. Built because they didn't exist, and I needed them.
Where the two sides meet
People ask how the two sides of my life connect. The honest answer is they're the same activity in different rooms. Both are pattern recognition under pressure. One happens at 11pm with a broken server. The other happens at 11pm with a broken chart.
7+
Years in the field
1st
National rank, Q3 2022
1
Published DOI paper
Technical work gave me discipline — the kind you only develop when something breaking has real consequences for real people and you're the one accountable. The research gave me humility — the kind you only earn when you realise the cycle you're watching was already ancient long before you found it.
What both share is a belief that even in the most chaotic moments, there is an underlying structure. The work is just the ongoing attempt to map it clearly enough to act on it.
The Journal
The Podcast
The Work
Twelve tools. One consistent question: what does the underlying structure actually look like?
A live-stream system for watching liquidity move in real time. Visualising the market forces that standard charts deliberately don't show.
Enter → Fractal MappingBuilt on one premise: the market is a set of nested cycles. This finds the equilibrium point where time and price intersect.
Enter → Market ForensicsA high-fidelity window into the core rhythm of the crypto market. No noise. Just what's actually happening.
Enter → Structural MappingConverts exponential network growth into a readable linear trend. Calculates fair-value baselines and statistical deviations — separating trajectory from noise.
Enter → Theoretical ArchitectureThe formal paper and interactive demo. A unified theory of price-time geometry. Published on Zenodo, DOI: 10.5281/zenodo.16749290.
Enter → Predictive LevelsA pivot-calculation system that folds opening dynamics into its logic to generate responsive support and resistance levels.
Enter → Technical InsightA Pine Script instrument for identifying structural shifts across timeframes — when the market is quietly changing its mind.
Enter → Generative VisualsDynamic 3D environments that respond to audio streams in real time. An experiment in mapping sound into navigable space.
Enter → Temporal CyclesAn interactive piece visualising time as concentric rings — millenniums down to the pulse of a second. Because all of it is happening at once.
Enter → ReferencesThe books that shaped the thinking. A reading list that grew into a map. Presented without hierarchy because the connections matter more than the rankings.
Enter → Shared LogicIndicators built over years of working in the market. The exact logic I use to see structure more clearly — made public because that's what it's for.
Enter → Audio ThinkingFinance, history, and the cycles that seem to govern everything — talked through out loud. Because some ideas need to be heard before they're written.
Enter →