LinkedIn Profile Mapping Guide
This guide defines the authoritative mapping from Mike Hall’s canonical resume sources (_data/resume/), portfolio evidence, and sovereign root domain (just3ws.com) into LinkedIn’s standard profile concepts.
It reflects the evolution of the system:
- Sovereign identity and canonical URLs rooted at
https://just3ws.com. - EMR-Bear Approach A compliance: strictly omitted from public resume and LinkedIn profile (disclosed only on formal post-offer background checks if requested).
- Independent Project Rule: strictly two current independent projects (Phalanx Duel and Technical Conversation Archive), with local AI runtime experiments (
agent-tooling) purged from public positioning. - Flagship Portfolio Features: anchoring The Sovereign Verification Project and The Sound Above oral history rewatch series in the Featured section.
- Terminal IC Positioning: targeted as Staff Software Engineer or Principal Software Engineer across platform architecture, production systems, and observability.
1. LinkedIn Headline (220-Character Limit)
LinkedIn’s headline is the single most indexed search field. It must clearly anchor technical domain authority without ambiguous management titles or buzzwords.
Primary Recommended Headline (Staff Positioning)
Staff Software Engineer | Platform Architecture, Production Systems & Reliability | OpenTelemetry & Legacy Modernization | just3ws.com
Length: 133 / 220 characters.
Alternative Headline (Principal Systems Architect Positioning)
Principal Software Engineer | Systems Architecture, Production Reliability & Observability | Distributed Systems & Incident Leadership | just3ws.com
Length: 147 / 220 characters.
2. LinkedIn About / Summary Section (2,600-Character Limit)
Mapped from _data/resume/summary.yml, docs/site-refresh/panoramic-view-positioning.md, and docs/career-strategy-audhd-principal-engineering.md.
It follows the 3-level scan architecture:
- Level 1 (The 15-Second Hook): Value proposition and core engineering promise.
- Level 2 (The Core Practice): Technical competencies, scale, and operating loops.
- Level 3 (Sovereign Verification & Community): Long-term stewardship, open research, and portfolio links.
Copy-Paste Text for LinkedIn About
I make complex software systems easier to understand and safer to change.
I am a Staff Software Engineer rooted in the discipline of software engineering. I work across multiple levels of system architecture: from low-level runtime behavior and telemetry through distributed asynchronous workflows and cross-team organizational boundaries.
I stay close to the code while helping engineering teams agree on what the system actually does, who owns it, and how to change it safely under live customer load.
What I Do:
• Platform Architecture & Legacy Modernization: Reconstructing undocumented execution flows, untangling multi-step state machines, and executing zero-downtime database and framework migrations.
• Production Reliability & Incident Response: Serving as final escalation lead for high-severity production failures, diagnosing live system pathology, and turning outages into permanent organizational and operational safeguards.
• Systems Observability: Founding and scaling OpenTelemetry working groups, defining metric and trace semantics across polyglot microservices, and aligning telemetry with actual business transactions.
• Sovereign Verification & Systems Tooling: Building deterministic, offline-capable developer runtimes, UNIX pipeline tooling, and local-first evaluation harnesses that hold non-deterministic systems accountable.
Selected Work & Proof:
1. OneMain Financial (Staff Software Engineer): Led acquisitions platform architecture, resolved multi-step session state integrity failures, founded the enterprise OpenTelemetry Working Group, and modernized core Rails services under continuous production load.
2. The Sovereign Verification Project: A 3-part forensic systems investigation analyzing DSP audio restoration, dual-model generative divergence, and domain boundaries under 345,000-volt high-tension transmission lines (just3ws.com/series/ai-competence/).
3. The Sound Above: A 37-episode technical rewatch series examining twenty years of Software Craftsmanship history, community building, and engineering stewardship (just3ws.com/series/the-sound-above/).
4. Phalanx Duel: A tactical rules engine and zero-indirection state machine built in Go, TypeScript, and SwiftUI (just3ws.com/phalanx-duel/).
Full Resume & Technical Deep Dives: https://just3ws.com
Direct Contact: mike@just3ws.com
Length: ~2,250 / 2,600 characters.
3. LinkedIn Featured Section (Primary Presence Portfolio)
LinkedIn allows pinning links, media, and articles at the top of the profile. Pin the following 4 canonical surfaces:
- Canonical Interactive Resume
- URL:
https://just3ws.com/resume/ - Title: Mike Hall: Staff Software Engineer (Interactive Resume & Technical History)
- Description: Complete chronological career history, technical taxonomy, verified outcomes, and ATS plain-text exports.
- URL:
- The Sovereign Verification Project
- URL:
https://just3ws.com/series/ai-competence/ - Title: The Sovereign Verification Project: AI Competence, Forensics & The Digital Theremin
- Description: A 3-part architectural investigation analyzing whether AI code synthesis produces durable tools or overfitted mirages beneath high-tension power lines.
- URL:
- The Sound Above Technical Rewatch Series
- URL:
https://just3ws.com/series/the-sound-above/ - Title: The Sound Above: 37-Episode UGtastic Technical Rewatch Series
- Description: Historical practitioner dialogues and contemporary systems commentary examining software craftsmanship, testing, and autonomy from 2011 to 2026.
- URL:
- Systems Cartography & Architecture Retrospectives
- URL:
https://just3ws.com/case-studies/ - Title: 4D System Cartography: Case Studies in Production Modernization
- Description: Forensic methods for mapping legacy monoliths, identifying failure modes, and establishing safe operational boundaries.
- URL:
4. LinkedIn Experience Section (Positions)
Each entry is mapped from _data/resume/positions/*.yml. LinkedIn limits position descriptions to 2,000 characters.
Policy Guards:
- EMR-Bear: Omit completely from public LinkedIn profile (Approach A).
- agent-tooling: Omit completely from LinkedIn experience.
- OneMain Financial: Lead with acquisitions platform architecture, session state integrity, OTel leadership, and incident response.
1. OneMain Financial (Staff Software Engineer)
- Title: Staff Software Engineer
- Company: OneMain Financial
- Dates: 2021 to 2024
- Location: Chicago, IL (Remote)
- Description: ```text Owned architecture for the Acquisitions platform across customer flows, partner integrations, and legacy systems in a regulated financial environment. Senior IC accountable for architectural integrity, production stability, and cross-team execution, with authority built through incident leadership and system knowledge.
Key Outcomes: • Final escalation point for high-severity incidents: led live diagnosis, coordinated investigations across teams, aligned system understanding, and drove action plans with verified ownership. • Turned production failures into institutional learning: ensured major incidents yielded tightened monitoring, clarified ownership models, updated documentation, and corrected cross-system touchpoints. • Reconstructed end-to-end acquisition flows by mapping execution from browser layers through application tiers, middleware, and downstream services, creating the operational model for risk review and change planning. • Re-architected session state handling across multi-step acquisition workflows, eliminating a persistent integrity failure that compromised customer tracking, diagnosis, and recovery. • Founded and led the OpenTelemetry Working Group: set telemetry and trace standards, trained engineering and cybersecurity teams, and transitioned ownership once adoption became self-sustaining. • Led platform modernization under continuous load: executed staged framework and database upgrades while maintaining regulatory compliance and zero unplanned downtime. • Founded an enablement function to isolate platform, risk, and remediation engineering from feature delivery, securing sustained progress on long-horizon stability.
### 2. SK Holdings, Inc. (Senior Backend Developer)
- **Title:** Senior Backend Developer
- **Company:** SK Holdings, Inc.
- **Dates:** 2019 to 2020
- **Location:** Chicago, IL
- **Description:**
```text
Led backend stability, performance, and platform modernization for high-traffic Ruby on Rails applications, improving full-text search, campaign delivery pipelines, and data layer reliability while systems remained under live customer load.
Key Outcomes:
• Search Infrastructure Modernization: Eliminated external cluster failure modes and reduced infrastructure operating footprint by migrating legacy Sphinx search to optimized MySQL full-text search and relational indices under live production traffic.
• Zero-Downtime Rails Upgrades: Led Ruby and Rails framework upgrades across core applications, sequencing database schema migrations to guarantee zero downtime during platform modernization.
• Asynchronous Pipeline Optimization: Streamlined Redis and Sidekiq background job processing, isolating high-volume email campaign queues to prevent worker starvation and delivery latency.
3. ActiveCampaign (Senior Software Developer)
- Title: Senior Software Developer
- Company: ActiveCampaign
- Dates: 2018 to 2018 (Contract)
- Location: Chicago, IL
- Description: ```text Senior contract engagement on the Contacts team of a high-scale customer experience automation and CRM platform. Focused on testability, query performance, and change safety inside a tightly coupled legacy backend.
Key Outcomes: • Legacy Query Modernization: Replaced ad-hoc global data access with structured, cacheable query patterns in the PHP backend, enabling unit testability and sub-second query execution across multi-million contact datasets. • Automated Verification Gates: Hardened Ember.js automated test suites across core CRM contact workflows, creating safety gates that enabled non-breaking legacy backend refactoring.
### 4. Earlier Engineering Experience (Selected Summary)
For earlier positions on LinkedIn (BenchPrep, ReachLocal, Coderwall, Groupon, TicketsNow / Ticketmaster, Obtiva, Follett), keep descriptions concise (under 800 characters) emphasizing hands-on delivery, distributed systems, and software craftsmanship.
---
## 5. LinkedIn Projects Section
Per `CODEX.md`, strictly two independent projects are featured:
### Project 1: Phalanx Duel
- **Name:** Phalanx Duel: Tactical Rules Engine & State Machine
- **Associated With:** Independent Engineering
- **URL:** `https://just3ws.com/phalanx-duel/`
- **Description:**
```text
A deterministic, multiplayer tactical rules engine that translates physical board game mechanics into zero-indirection software architecture. Built with an immutable state machine, strict event sourcing, WebSocket synchronization, and OpenTelemetry instrumentation in Go, TypeScript, and SwiftUI.
Project 2: Technical Conversation Archive & The Sound Above
- Name: Technical Conversation Archive & The Sound Above Rewatch Series
- Associated With: Independent Engineering / UGtastic
- URL:
https://just3ws.com/series/the-sound-above/ - Description:
A sovereign archival platform and 37-episode technical rewatch series spanning 218 transcribed developer dialogues recorded between 2006 and 2026. Features speech-to-text forensic transcription, an open SQLite/DuckDB datalake, interactive transcripts, and contemporary systems leadership commentary bridging historical craftsmanship with AI-era software architecture.
6. LinkedIn Skills & Endorsements (Top 5 Pinned)
LinkedIn permits up to 50 skills, but recruiters scan the top 5 pinned skills first:
Pinned Top 5:
- Platform Architecture
- Distributed Systems
- Observability (OpenTelemetry)
- Production Systems & Reliability
- Ruby on Rails
Complete 30-Skill Set for Search Indexing:
- Architecture & Reliability: Platform Architecture, Distributed Systems, Software Craftsmanship, Incident Response, Root Cause Analysis, Legacy Modernization, System Cartography, Systems Architecture, Reliability Engineering.
- Observability & Operations: OpenTelemetry, Observability, Telemetry, Linux, UNIX, Docker, Kubernetes, Amazon Web Services (AWS), CI/CD, Infrastructure as Code.
- Data & Backends: Ruby on Rails, Ruby, PostgreSQL, SQL, Redis, Sidekiq, MySQL, Asynchronous Processing, Data Integrity.
- AI & Modern Runtimes: Model Context Protocol (MCP), Autonomous Agent Runtimes, Forensic Audio Engineering, Go (Golang), TypeScript.
7. Interactive Localhost Tooling
The live web tool at https://just3ws.localhost/linkedin/ automatically generates formatted copy-paste blocks for all sections, computes live character counts against LinkedIn’s field limits, and warns if any field exceeds boundaries.