I build production systems where reliability and clarity matter.

Correlates logs, metrics, traces, and deployment events to rank likely incident causes with an evidence trail.

Architected an automated RCA system for distributed microservices by building an ingest + normalization pipeline, modeling service interactions as a temporal dependency graph, and applying causal scoring over time-ordered events. Used an LLM only for human-readable explanations while keeping inference deterministic and debuggable.

FastAPI service that turns job descriptions into structured, recruiter-ready application content.

Built a FastAPI backend to analyze job descriptions and return structured application outputs through clean REST endpoints. Optimized the workflow for fast iteration during active job searches and designed the architecture to be extensible for resume parsing, ATS optimization, and rule-based validation.