A synthetic clinical-AI study on when sharp end-of-life risk estimates lose their reference-class basis.
Die technische Ansicht gibt es nur auf Englisch. Die Executive-Ansicht ist vollständig auf Deutsch.
Michél Nguyen.
researcher, engineer,
operator.
I build, operate, document, and support systems across infrastructure, security, Apple platforms, and research engineering. I ship end-to-end work, coordinate delivery, write clearly, and keep technical projects moving from idea to usable service.
nowScaling FlyLab's connectome-dependence analysis to 50k-cell cuts, tuning SkeinDB replication on the wire, and getting Ringjahr ready for the App Store. Open full now.txt →
Systems, service delivery, customer success, agile project work, and research engineering.
Targeting roles where technical depth meets reliable delivery: systems engineering, system administration, service delivery, customer success, agile project management, technical project management, solutions engineering, implementation management, technical account work, and research engineering.
Contents.
All sections of this workstation. Press / at any time to jump.
cd research/
The systems and security work I most want collaborators, reviewers, and technical partners to see first.
SkeinDB
Single-binary database engine with cell-interned MVCC, MySQL compatibility, partial PostgreSQL support, and 20 research tracks shipped inside one executable.
open deep dive → private-cloud securityWardex
Rust-built XDR and SIEM platform for detections, fleet operations, incident response, and hunting without vendor telemetry lock-in.
open deep dive → verifiable storageNexusFS
Offline-first distributed filesystem with signed operations, deterministic replication, and proof-ready storage semantics for edge systems.
open deep dive →selected research/
Three representative papers for recruiters and collaborators. The full bibliography now lives on a dedicated research page.
Undecidability, software opacity, and the residual uncertainty that probabilistic cyber-risk models cannot price away.
A retry-aware authenticated-encryption design that closes the gap between link reliability and AEAD verification.
ls -la projects/
Active builds across research engines, Python tools, iOS/macOS apps, and games. Open a project page or play a live build.
tail -f writing/
Notes, behind-the-paper explainers, working thoughts.
Did the prediction actually need the wiring?
A connectome simulation that reproduces a drug effect looks like evidence for the connectome. Often it is not: the same effect can fall out of graph size, transmitter composition, or degree alone. FlyLab makes the wiring earn its place by comparing every prediction with null-model ensembles that keep progressively more network structure, and it reports "not distinguishable" as exactly that instead of as a quiet success.
[NOTE] · 7 min
Null-model ladders, three-way verdicts, and why a connectome-dependence result is only quotable together with the graph it was measured on.
[NOTE] · 4 min
Designing Ringjahr around growth memory: why a puzzle about tree rings has to be read as a sequence, not a lookup table.
[NOTE] · 6 min
The operational case for merging admin UI, wire protocols, and research tracks into one executable — and the trade-offs you don't see until production.
[ESSAY] · 9 min
What "path-aware reachability" actually means for home-hosted SafeDrop, and why signed receipts beat logs every time.
[NOTE] · 12 min
Trade-offs, compression choices, and open problems from the 2025 preprint. What I'd do differently next time.
cat now.txt
What I’m actively working on. Last updated 23 September 2026.
This week's bench
- researchflylab 0.6 — scale ladder across nested MaleCNS cuts (1k–50k cells): does the connectome-dependence verdict hold as the extract grows?
- engineskeindb — binary replication fetch responses with legacy fallback, plus wire-byte evaluation of CAS replication over HTTP.
- languagepatch — RAD designer: TreeView node images, hints, and state presentation.
- shippedshelter fall 1.19, nomad kitchen tycoon 1.7, rootling 1.3 — fairer night auto-resolve, rival trucks and truck financing, rooting forecasts.
- nextringjahr — a quiet tree-ring puzzle for iPhone and iPad, heading to the App Store.
- in the worksgerm theory and kontor — two Hamburg history games in Godot: a 1875 hospital sim and a 1590 insurance house.
which tools/
What I reach for weekly. Not exhaustive.
systems & db
- rustdaily
- c / c++weekly
- mvcccore
- storage enginescore
- mysql / postgrescore
- query planningcore
apple
- swiftdaily
- swiftuidaily
- spritekitweekly
- widgetkitcore
- cloudkitcore
- visioncore
protocols
- http/3 · quiccore
- axumweekly
- json-rpccore
- restcore
- node.jscore
- wasm sandboxingcore
research
- federated learningactive
- differential privacyactive
- intrusion detectionactive
- formal verificationcore
- theoretical physicsinterest
- academic writingdaily
history -e/
Formal study, peer-review work, ongoing pre-doctoral preparation.
Pre-doctoral Research Preparation — Cybersecurity (MPhil/PhD)
General Sir John Kotelawala Defence University, Sri Lanka. Research preparation phase for graduate study.
- Research synopsis + topic development on malware classification with ML.
- Literature review, static/dynamic feature engineering, robustness/drift evaluation.
- Outputs in flight: preprint, public GitHub artifacts, curated dataset prep.
B.Sc. Computer Science — Summa cum laude
University of the People · Pasadena, California, US · completed August 2026 · GPA 3.91 / 4.0 · 7× President’s List.
A.S. Computer Science — High Honors
University of the People · Pasadena, California, US.
Reviewer — 6th Student Symposium, Faculty of Computing
General Sir John Kotelawala Defence University, Colombo, Sri Lanka.
ping minh/
Research, partnerships, app questions, or speaking: pick a channel.