Machine Readability Report

Machine Readability Audit (ATS/AI)

Auditor: Antigravity (Agent) Date: 2025-12-31 Subject: localhost:4321 (NorrOS Portfolio) Persona: “The Machine Recruiter” (Automated Parsing Bot)

🚨 Executive Summary

Status: YELLOW (At Risk)

While the portfolio excels in Structured Data (JSON-LD)—a rarity for engineering portfolios—it fails the “First Glance” test for bots due to Placeholder Metadata and Structure Gaps.

A human recruiter sees a high-fidelity 3D interface. A machine recruiter sees: Title: dreamjob | Desc: Other project. This discrepancy will cause the portfolio to be filtered out by relevance algorithms before a human ever sees the 3D work.

🔍 The Findings

1. Metadata (The “Handshake”)

Gravity: 🔴 CRITICAL The <title> and <meta name="description"> tags are the first and often only things an ATS reads. Yours are currently set to ingestion defaults.

Page	Current Title	Current Description	ATS Score
Home	`Erik Norris	Senior Staff ME…`	`System Index`
C24	`C24`	`C24 - Other project.`	🔴 Fail (Ambiguous. “C24” means nothing to a bot.)
Dreamjob	`dreamjob`	`dreamjob - Other project.`	🔴 Fail (Looks like a test page.)

2. Semantic Hierarchy (The “Skeleton”)

Gravity: 🟡 WARNING Bots expect a logical flow (H1 -> H2 -> H3). Skipping levels confuses the content parser, making it harder to determine what is a main section vs. a footnote.

Home: ✅ Single H1. ⚠️ Flat hierarchy (everything else is H3).
C24 / Dreamjob: ✅ Single H1. ⚠️ Jumps straight to cards/sections without a unifying H2 (Introduction/Overview).

3. Structured Data (The “Secret Weapon”)

Gravity: 🟢 PASS (EXCELLENT) The application/ld+json blocks are correctly implementing WebSite and Project schemas.

Why this matters: This tells Google/LinkedIn explicitly: “This is a Project, not a Blog Post.” Most portfolios lack this. Keep this intact.

🛠️ The Fix Plan

Phase 1: The “High-Value” Metadata Patch

Goal: Replace low-signal placeholders with high-signal keywords.

Action: Update the frontmatter in src/content/projects/*.mdx.

For C24 (`src/content/projects/c24.mdx`)

title: "C|24"
title: "C|24: Control Surface Architecture"
description: "c24 - Other project."
description: "Lead Mechanical Engineer for the Digidesign C|24. A ground-up re-architecture of a flagship studio console, focusing on RoHS compliance, thermal management, and high-volume manufacturing."

For Dreamjob (`src/content/projects/dreamjob.mdx`)

title: "dreamjob"
title: "The Visual Taxonomy (System Architecture)"
description: "dreamjob - Other project."
description: "A comprehensive Visual Taxonomy demonstrating the breakdown of complex Engineering Systems into their atomic assets: Physical, Digital, and Abstract."

Phase 2: The Heading Realignment

Goal: Restore the H2 layer to the Layouts.

Refactor: Ensure Hyperspace.astro wraps the main content stickies in a logical <section><h2>Overview</h2>...</section> block or promotes specific “Deck” titles to H2.

Phase 3: The “Keyword Injection” (Creative Matrix)

Goal: Ensure the “Creative Matrix” keywords actually appear in the meta tags.

Automation: Update ingest_data.py to auto-generate the description field field using the “Narrative STAR” summary if the CSV description is generic.

🤖 Robot Persona Tips

To ace the machine interview:

Don’t be subtle. Bots don’t get nuance. Use literal job titles in your H1s/Titles.
Density matters. Ensure your summary contains the “Hard Skills” (GD&T, Python, DFM, FEA) in plain text, not just in images.
Link Text: Avoid “Click Here.” Use “View FEA Analysis” or “Download DFM Report.”

Next Step: Authorize Phase 1 to immediately boost your machine visibility score.