CLASSIFICATION: Backend systems engineer. Optimized for infrastructure pain points - log parsers, CI/CD hardening, test automation frameworks, natural-language-to-query interfaces.
PRIMARY DEPLOYMENT: Apple Inc. (2024–2025). Shipped LLM integration for Camera/Photos QA pipeline. Reduced manual triage overhead by 4,800%. Java 11 → JDK 21 migration. Cloud workflow architecture (AWS/GCP).
AUXILIARY PROCESSES: Lo-fi music production under alias plasky. Public CS knowledge base. Real-time incident analysis hobbyist.
// TODO: fix this later - every incident ever