Source-backed work
Projects & engineering labs
What each project does, how it is built, and the tradeoffs behind it. Featured work and exploratory forks are kept separate.
5 projects shown. Forks are labeled separately.
An interactive Linux-style workstation in the browser: windows, an application launcher, developer utilities and educational security simulations.
Next.jsReactTypeScript
Architecture & tradeoffs
A Next.js host coordinates a central window manager, persistent workspace state and a dynamically imported application registry.
The desktop offers depth; lightweight reading routes make the work accessible without booting or managing windows.
A local-first TypeScript workspace for exploring pages, links, images and site structure across HTML and JavaScript-rendered websites.
TypeScriptNode.jsPlaywright
Architecture & tradeoffs
Fast HTTP retrieval can escalate sparse application shells to Chromium. The workspace separates page inventory, link graphs, rendering evidence and export.
Browser rendering captures more dynamic content but costs time and memory. Smart mode preserves raw results and reports rendering failures rather than disguising them as success.
A Windows-first retrieval lab that combines keyword, semantic and image search with source-grounded question answering over a movie corpus.
PythonSentenceTransformersCLIP
Architecture & tradeoffs
BM25 and embedding search feed reciprocal-rank fusion, with optional cross-encoder reranking. CLIP supports image-to-text retrieval; model embeddings are cached locally.
Retrieval works without an LLM key. Generative features are optional and send selected context to OpenRouter only when invoked; model availability and loading remain explicit constraints.
A PowerShell and WinForms engineering lab for IIS assessment, selected hardening changes, HTML reports and configuration backup/restore.
PowerShellWinFormsIIS
Architecture & tradeoffs
Separate assessment, hardening and backup tabs expose IIS inventory, selected configuration changes and appcmd backup/restore.
Server-wide changes require administrative access and staging validation. This portfolio links to the source; it does not run the tool or change a visitor's system.
A fork of the upstream autonomous research project. Included for provenance, not presented as an original implementation or an upstream contribution.
AI research
Architecture & tradeoffs
The original research-agent architecture belongs to the upstream project.
A fork alone is not evidence of authorship or of an accepted contribution. No such contribution is claimed here.
Repository metadata is a committed snapshot, checked on 17 September 2026. No live star counts or unverifiable impact metrics are displayed. Browse the wider GitHub catalog (new tab).