At AsiaMagneticWindingco.ltd, I engineered an automated component sourcing tool that integrates Mouser and DigiKey APIs to find and recommend alternative manufacturer part numbers.
I added AI/LLM-driven cross-validation to compare datasheet specifications and verify component compatibility. I also automated procurement and backlog workflows to reduce buyers’ manual search time.
I built an AI-driven PCN pipeline that ingests incoming emails, parses manufacturer notices, and populates change logs in the enterprise ERP system.
Earlier, as an International Account Advisor at VodafoneIreland, I monitored system and network telemetry, escalated critical infrastructure incidents to Tier 2 Engineering, and collaborated on root-cause fixes. I also engineered a high-concurrency reservation backend as a project, using PostgreSQL transactions, SQL indexing, and schema optimization.

