Mike Hall
Principal Software Engineer
- Location Chicago, IL
- Email mike@just3ws.com
- Phone (847) 877-3825
- Web just3ws.com
- LinkedIn linkedin.com/in/just3ws/
- GitHub github.com/just3ws
Role & Career Context
Detailed experience breakdown, architectural achievements, and related archival artifacts.
Associate Director, Staff Engineer
Served as Senior Technical IC and Software Architecture Lead for the Acquisition lane of a regulated financial enterprise, combining hands-on system cartography with production stability, modernization, observability, and cross-team technical direction.
- Full-Stack Dependency Cartography: Reconstructed end-to-end customer journeys spanning browser interaction surfaces, API gateways, application middleware, and legacy database layers, establishing a unified operational risk model for incident response and change governance.
- Incident Response & Technical Escalation: Served as final escalation point for high-severity outages, translating live root-cause investigations into stronger telemetry, explicit component ownership, and reusable system knowledge.
- Lateral State Coupling De-risking: Refactored fragile multi-step Rails workflow state machines, eliminating hidden lateral state mutations across asynchronous boundaries and resolving persistent data integrity failures in core acquisition flows.
- Platform Enablement & Responsibility Realignment: Realigned Acquisition engineering around explicit business boundaries, then founded and technically led ACQ Enablement to protect platform reliability, remediation, and modernization work from feature pressure.
- Observability & Boundary Instrumentation: Founded and led an enterprise OpenTelemetry initiative, instrumenting legacy microservices and third-party API supply-chain boundaries to convert dark system behavior into quantifiable telemetry and reduced MTTD.
- AI-Augmented Systems Investigation: Introduced privacy-conscious local AI workflows for legacy code analysis and engineering support, expanding investigative capacity while keeping human review, security constraints, and source evidence explicit.
📐 Case Study: De-Risking Legacy Acquisition Workflows & Enterprise Telemetry
The System Constraint: Over years of rapid business expansion, high-volume financial customer acquisition flows accumulated implicit lateral state dependencies across multi-service Rails state machines and third-party API integrations, creating silent data corruptions and high incident escalation overhead.
Cartography & System Discovery Execution
Measured Engineering & Business Outcomes
- Reduced Mean-Time-To-Detection (MTTD) and mean time to resolution across high-severity acquisition outages.
- Founded and technically led ACQ Enablement team to protect platform reliability, remediation, and modernization work.
- Converted dark system behaviors into measurable telemetry, giving leadership an empirical foundation for architecture decisions.
Skills: Cross-Team Technical Leadership, Platform Architecture, System Cartography, Lateral State Dependency Mapping, System Resilience, Incident Leadership, Observability, OpenTelemetry, Legacy System Modernization, Distributed Systems, Ruby on Rails, PostgreSQL, AWS