Writing
Articles
Engineering notes on requirements, architecture, delivery, and personal projects.
An Early Enterprise Agent Prototype for Internal Services
My backend role in a constrained, rule-driven conversational assistant prototype in 2023.
Campus Recruiting Systems: Rules and Interview Scheduling
A 2023 account of resume-assignment rules, interview-group modeling, and related recruiting changes.
Architecture Governance for an HR Master Data Platform
Layering, API consolidation, dependency control, messaging, observability, and rollout risks in an enterprise platform.
Consolidating Legacy HR Master Data APIs
A compatibility-first plan to organize more than 1,000 inherited interfaces around roughly 200 domain APIs.
Splitting Job Levels in an HR Master Data Model
The compatibility and modeling questions behind replacing broad job levels with a finer scale.
Decoupling Position Plans from HR Master Data
A cross-system plan to centralize position semantics, timeline calculation, and organizational derivation.
Planning a Migration of an Enterprise HR Master Data System
A migration plan focused on compatibility, data and behavior checks, observability, and rollback.