Founding / Staff engineer. One-person shop. Ten shipping products in Rust, Python, Tauri, FastAPI. Forensic-grade single-binary tooling. No cloud dependencies. No telemetry. No subscriptions.
Cross-platform Rust binaries. Stripe-paid. No subscriptions. No telemetry. Audit the source, run it offline.
Forensic-grade duplicate file detector. Three-stage cryptographic pipeline: size group → 4 KB partial SHA → full SHA-256. Cross-platform CLI + Tauri 2 GUI.
Single-binary waste-classification engine. 27 contextual classifiers, interactive multi-select, forensic path exclusions. Cut a 5-day cloud upload to 90 minutes.
Holographic Active Inference — Hyperdimensional Computing meets the Free Energy Principle. Autonomous agent navigation on consumer CPU. Zero GPU. Zero backprop.
Evidence processing platform for law firms. FastAPI gateway, GPU worker (Whisper + diarization), SQLite chain-of-custody, legal-institutional dashboard.
9-stage forensic pipeline: INGEST → CHUNK → EXTRACT → EMBED → UMAP → HDBSCAN → ASSEMBLE → LABEL → HYPERGRAPH. Three.js 3D atlas viewer.
Companion to MinusOne. Sled-backed, SHA-256 anchored, Merkle-sealed. LTEA sentinel watch mode for continuous evidence chain monitoring.
No DevOps team. No PagerDuty. No managed Kubernetes. Just disciplined sovereign tooling.
Hetzner EX44 bare metal. Caddy reverse proxy. 6 production domains. Cloudflare tunnels.
AMD workstation. ROCm / llama.cpp / Ollama inference. K3s + Docker. Dask distributed.
MacBook Air M1. Primary dev + ops console. SSH key auth across the mesh.
Published under Flux Frame Publishing. Available on request.
Unified framework on the prefrontal cortex's capacity to override biological directives. Integrates Active Inference, a catatonia/delirium diagnostic protocol, AI distortion of predictive models, and the food-supply "Perfection Tax" systems analysis.
HDC + Free Energy Principle on consumer CPU. Five-crate Rust workspace. M1 bind 189 ns, distance 52 ns. 19× faster re-adaptation than DQN baseline.
Recursive methodology for prompt engineering and meta-technique analysis. 13-document research corpus. Two formal academic papers in pipeline (EMNLP Findings, Minds and Machines).
Proposed ΔₒA·ΔₒB ≥ ½|⟨[A,B]⟩|(1 + Λₒ). Controlled experiment with proper sham. Null was not rejected. Hypothesis cleanly retired. The methodological highlight is the falsification, not the framing.
Theological prose, systemic critique, speculative fiction, and code-adjacent journalism.
The Physics of Survival at Absolute Zero. Three-edition release: Field Edition, Architecture Edition, Complete Record.
Pre-order →How a Rust binary written in one night cut a 5-day cloud backup to 90 minutes — and what it reveals about the cloud-industrial complex.
Read →Active legal documentation: Spoke/RealPage MDL, Gwinnett County housing fraud, EEOC, HUD, Checkr FCRA. 30 gated exhibit cards.
View Vault →Speculative fiction set in Arimeca. Blueprint Corporation, characters Jimmy Salta, Stephanie, Elizabeth Durago, Spider, DWF.
Enter →my one-page CV is one click away.