Systems thinking
strongly supported
95% documented support · high confidence
Evidence: Facility systems maintenance · Vehicle accessibility modifications
ProfOS
Public professional profile
This is the public view chosen by Steven Reid. Private notes, hidden evidence, references, and contact details are not shown.
Steven Reid
Facility systems professional and independent builder connecting hands-on operations work, public software projects, and research records into one clear professional narrative.
My work spans building systems, accessibility-focused mechanical installation, operational problem solving, research software, packaged Python work, and public technical publishing.
ProfOS lets me present that range the way it actually works in real life: as connected evidence rather than disconnected job titles. Instead of rewriting the same story for each resume, application, website, or portfolio, I can show practical system work, shipped software, installable packages, research records, and growth goals in one structured profile that employers and collaborators can actually inspect.
The through-line across that work is systems thinking. Whether the setting is a facility, a vehicle accessibility installation, a customer process, or a technical experiment, I tend to work by understanding constraints, documenting what matters, and building something usable from that structure.
Facility systemsAccessibility workResearch softwareSystems thinkingProfessional evidence
How this work fits together
I have worked across facilities, accessibility-focused mechanical work, customer operations, public software, and research publishing. On paper, those can look like separate tracks. In practice, they are connected by the same habits: understand the system, identify where failure or friction appears, document the important parts, and improve the result in a way other people can actually use.
That is why this profile emphasizes evidence, context, and linked sources. I want people reviewing my work to see both the range of what I have done and the pattern underneath it. The goal is not to look scattered. The goal is to show that practical operations work, technical experimentation, and public documentation all reinforce the same broader capability set.
Building systems
Accessibility-focused installation
Public technical documentation
Research software
Professional evidence design
Capability support
Research ability
strongly supported
95% documented support · high confidence
Evidence: Vehicle accessibility modifications · RRG314 GitHub profile
Documentation
strongly supported
91% documented support · high confidence
Evidence: Vehicle accessibility modifications · RRG314 GitHub profile
Technical skill
strongly supported
88% documented support · high confidence
Evidence: Vehicle accessibility modifications · RRG314 GitHub profile
Problem solving
well supported
84% documented support · high confidence
Evidence: Facility systems maintenance · Vehicle accessibility modifications
Project completion
well supported
84% documented support · high confidence
Evidence: Facility systems maintenance · Vehicle accessibility modifications
Selected shipped and documented work
Selected work is organized by evidence, not just claims. Each item can point back to links, documentation, demos, and other supporting material.
Topological Adam work
repository · developing · public
Experimental PyTorch optimizer family with diagnostics, caveats, reproducible benchmark-oriented notes, and a published PyPI package for installable setup with Python 3.8+.
PyTorchOptimizationResearchDocumentation
RDT Spatial Index
repository · developing · public
Research-grade adaptive spatial indexing repository with readable reference implementations, practical fast paths, optional compiled backends, benchmarks, tests, and reproducibility artifacts. This is one of the clearest examples of higher-complexity engineering work in the profile because it combines algorithm design, implementation layers, benchmarking, packaging, and documentation.
PythonSpatial indexingBenchmarkingReproducibility
Recursive Division Tree algorithm
repository · developing · public
Public preprint repository for the Recursive Division Tree algorithm, including the paper, implementation notebook, benchmark package, and DOI-backed citation record. It is the clearest source-backed artifact for the original RDT algorithm itself.
AlgorithmsMathematicsResearchBenchmarking
RDT algorithm and kernel work
repository · developing · public
Experimental Recursive Diffusion Transform Kernel work with PyTorch implementation notes, algorithm framing, benchmark documentation, and recursive systems analysis. This is one of the more technically demanding research tracks in the profile because it connects theory, implementation detail, and reproducible technical evidence.
PyTorchNumerical systemsResearchAlgorithms
ProfOS source deduplication project
project · developing · public
This platform itself is part of the portfolio: it is being used to consolidate profile data, evidence, source links, structured exports, and application reuse into one candidate-owned system. That makes it both a product artifact and a direct example of the problem it is meant to solve.
Next.jsPrivacy controlsApplyPilotEvidence organization
BillBounty live platform
live demo · developing · public
A public product workflow built around bill-scanning, bounty-style task handling, and Stripe-backed user flows. It is included here as evidence of product-oriented software work beyond research repositories, with a stronger emphasis on usability, workflow design, and practical deployment.
Next.jsStripeProduct workflowFrontend architecture
WorldExplorer3D application
project · developing · public
A browser-based 3D exploration application with WebGL, Firebase, authentication, Firestore, and Stripe-oriented product architecture. It represents higher-complexity interactive systems work that combines graphics, state, account flows, and deployment-minded product structure.
WebGLFirebaseAuthStripe
SideStreet.net platform
project · developing · public
A public-facing site included here as part of Steven Reid's shipped web work. It helps round out the profile with another live product surface and shows continuity between research-oriented systems work and practical public web delivery.
Web productFrontend architecturePublic site
RGE-256 browser workbench
live demo · developing · public
Browser workbench for RGE-256 with deterministic generation, diagnostics, documentation, validation notes, and export-oriented workflows.
TypeScriptPWADiagnosticsPRNG
rge256 Python package repository
repository · developing · public
Standalone Python implementation of the RGE256 PRNG family with documented variants and research-use caveats.
PythonPackage designDocumentationTesting
RRG314 GitHub profile
repository · developing · public
Public GitHub profile connecting multiple research, software, and web application repositories.
GitHubOpen sourceDocumentation
Connected public work and publication records
Existing professional sites stay as source-of-truth links. The profile organizes and explains them without copying private data or allowing custom scripts.
profos.net
The live professional platform itself. It shows how structured profiles, public presentation, application reuse, and evidence organization come together in one candidate-owned system.
personal websitelink only
Open sourcebillbounty.net
A public product site representing shipped workflow and business-oriented software work outside the research track.
portfoliolink only
Open sourceworldexplorer3d.io
A live interactive application showing graphics-oriented product and systems work with a more immersive technical surface.
portfoliolink only
Open sourcesidestreet.net
A live public site included as part of the broader web work portfolio so existing sites can stay linked rather than rebuilt from scratch.
portfoliolink only
Open sourceTopological Adam repository
Public repository for the Topological Adam optimizer work, including implementation paths, diagnostics, releases, and documentation for the algorithm family.
githubapi ready
Open sourcePyPI · topological-adam
Installable Python package page for Topological Adam. Setup: pip install topological-adam. Public release metadata shows Python 3.8+ support and links back to the source repository.
pypilink only
Open sourceRDT Spatial Index repository
Public repository for the RDT Spatial Index implementation, benchmarks, tests, and reproducibility artifacts.
githubapi ready
Open sourceRecursive Division Tree repository
Public repository for the Recursive Division Tree algorithm preprint, benchmark package, implementation notebook, and DOI-backed citation context.
githubapi ready
Open sourceRDT kernel repository
Public repository for the Recursive Diffusion Transform kernel work, including implementation notes, algorithm framing, and reproducible technical evidence.
githubapi ready
Open sourceRRG314 GitHub
Primary public repository space for research software, technical experiments, packaged code, and web application work. This is where code-level implementation evidence is easiest to inspect directly.
githubapi ready
Open sourceORCID 0009-0003-9132-3410
A public research identity used to connect authored work, publication metadata, and cross-platform academic traceability.
orcidlink only
Open sourceZenodo Topological Adam DOI
Publication record linked to optimizer research and its public repository evidence, helping connect written claims to inspectable implementation artifacts.
zenodolink only
Open sourceZenodo RDT DOI
DOI-backed publication record for Recursive Division Tree work, used here as a durable citation and provenance source.
zenodolink only
Open sourceZenodo RGE-256 DOI
A DOI-backed record connecting the public browser demo, implementation work, and research framing for the RGE-256 project family.
zenodolink only
Open sourceRRG314 GitHub Pages
A public organizing layer for demos, papers, and technical material so work can stay connected without being rebuilt in multiple places.
personal websitelink only
Open sourceRGE-256 browser demo
A live browser-facing demonstration of research software work, useful for showing usability and not only repository structure.
portfoliolink only
Open sourceCurrent professional direction
Goals stay grounded in documented progress, target evidence, and the kinds of work this person is actively growing toward.
No public goals are being shared right now.