Senior contributor to the medical document processing pipeline. Building LLM technology for high-stakes healthcare use cases. Working closely with the data science team designing machine learning features. Leading a team framework and philosophy for application monitoring.

Lead the design of the data model and several backend services. Helped rebuild the resume data ingestion pipeline and managed monthly dataset releases. Contributed to search features and devops for Elasticsearch.

Developed data-driven health monitoring systems, including apdex score pipelines and logging analytics platforms. Delivered contextualized service quality insights for company directors. Implemented monitoring tools used by on-call engineers to prevent large-scale outages and to resolve small-scale incidents.