Developed a Django RESTful API and VueJS SPA, facilitating efficient management and ML-assisted pathology reads of thousands of clinical cases daily, adhering to IEC 62304 standards.
Conducted interviews and wrote technical questions and rubrics to assess candidates.
Documented system architecture and mentored new-hires to streamline the on-boarding process.
Developed a multi-tenant authentication and session management service that supports external service-to-service communication and OpenID Connect with multiple SSO identity providers. Led discussions with company-wide stakeholders to weigh feature scope and identify blockers before implementation.
Designed and implemented complex ETL pipelines that handled terabytes of whole slide images and clinical data. Spearheaded design discussions and working groups to improve turnaround time, atomicity, idempotence, and retryability of the various pipeline stages. Used technologies such as Django, Celery, and RabbitMQ.
Architected a company-wide employee search system to improve information discovery. Indexed thousands of documents across 10+ data sources using ElasticSearch and REDIS.
Wrote an interpreter for an internal DSL that handled multi-stage ML inference workflow job scheduling with resource prioritization in a local machine runtime.
