500K+
Job Rows Ingested
Full corpus at archive
Web designer, software engineer, AI builder, and critical systems operator shaped by sixteen-plus years of real-world pressure.
Atlanta / personally maintained / software and infrastructure
Flagship Case Study · Archived Aug 2026
Built solo and run in production from Nov 2025 to Aug 2026: job ingestion, AI workflow boundaries, data modeling, row-level security, admin tooling, billing, and candidate surfaces in one system. Archived with the corpus and architecture intact as a documented case study.
Read the Case StudyArchive Snapshot
Rack & Role
Nov 2025 - Aug 2026
500K+
Job Rows Ingested
Full corpus at archive
13,827
Distinct Companies
Employer coverage across the corpus
475K+
Quality-Cleared Rows
Passed dedupe, quarantine, and expiry gates
212
Tables and Views
Typed Postgres surface
34
Feature modules
93
Edge functions
397
Migrations
Signal
Verified signal first, then a direct route for how you review work.
Infrastructure
1,159 racks filled, energized, and validated in Microsoft CO+I environments.
Software
34 Rack & Role feature modules, 397 migrations, and 93 typed edge functions.
AI Systems
Structured outputs, typed schemas, retrieval-aware data shape, agent workflows, and human fallback paths.
Lane 01
Fast signal for AI engineering, applied AI, AI platform, critical environment, and infrastructure-adjacent teams.
Lane 02
Deep proof across schema, RLS, ingestion, AI workflow boundaries, admin tooling, and production operations.
Lane 03
10 roles, 22 credentials, and 7 skill clusters across infrastructure, operations, product, and AI systems.