AI Systems
01
Rack & Role
Projects
Every project, broken down to the decisions.
Current, shipped, and archived work across product software, AI systems, hyperscale data-center operations, and production leadership. Each entry carries its role, constraints, controls, and verified results.
- Documented projects
- 03
- Disciplines covered
- 03
- Recorded outcomes
- 14
- Verified metrics
- 23
- Distinct stack elements
- 23
ArchivedAI Product Platform
Rack & Role
Two-sided AI hiring platform owned solo from schema to live ops.
- Role
- Founder | Full-Stack Product & Data Platform Architect
- Span
- Nov 2025 - Aug 2026
500K+ job rows ingested across the 9-month platform lifecycle475K+ rows cleared the quality gates and reached the public surface13,827 distinct companies represented8 concurrent ingestion sources212 database tables and views93 edge functions
Read breakdown
CurrentCritical Environment Operations
Microsoft Fairwater Critical Environment
Live hyperscale AI datacenter operations across power, cooling, and controls.
- Role
- Critical Environment Technician L4 · Microsoft via Insight Global
- Span
- Aug 2025 - Present
Fairwater AI datacenterCritical environment L4EPMS / BMS monitoringChiller yard operations
Read breakdown
ShippedProduction & Repair Leadership
Hoshizaki RMA & Repair Program
Production leadership for 30+ people, then global returns and repair workflow.
- Role
- Team Lead Coordinator | Lead RMA & Repair Technician
- Span
- Jul 2015 - Jun 2021
30+ employees coordinatedRecord-high production outputGlobal field-unit returnsRecord turnaround time
Read breakdown
Project Index
The record at a glance.
Phase, discipline, role, and span side by side, so the body of work reads as one system.
01Rack & RoleAI SystemsFounder | Full-Stack Product & Data Platform ArchitectNov 2025 - Aug 2026Archived02Microsoft Fairwater Critical EnvironmentInfrastructureCritical Environment Technician L4 · Microsoft via Insight GlobalAug 2025 - PresentCurrent03Hoshizaki RMA & Repair ProgramOperationsTeam Lead Coordinator | Lead RMA & Repair TechnicianJul 2015 - Jun 2021Shipped
Coverage
How the projects distribute.
Infrastructure
01
Microsoft Fairwater Critical Environment
Operations
01
Hoshizaki RMA & Repair Program
Current · 01In Progress · 00Shipped · 01Archived · 01
In Progress
Deeper technical handoffs are being compiled.
Full architecture write-ups are in production for the platform work, including schema maps, ingestion controls, AI surface contracts, and operational runbooks. As each handoff lands it gets published here as its own breakdown rather than a summary card.
- Expanded Rack & Role technical breakdown replacing the abbreviated study
- Current and upcoming builds added with the same structure: constraints, decisions, controls, outcomes
- Every claim tied to a verifiable source before it ships
Cross-Reference
Every project links back to verifiable proof.
Skills & Capabilities
7 skill clusters and 7 stack groups behind the project work.
Experience Record
10 roles and 11 documented outcomes across every environment these projects came from.
Credential Vault
22 verified credentials with certificate images and issuer links backing the claims.