diff --git a/src/cli/resume.rs b/src/cli/resume.rs index 8277f86..bd63ea5 100644 --- a/src/cli/resume.rs +++ b/src/cli/resume.rs @@ -15,11 +15,11 @@ Principal Software Engineer with 8 years of experience delivering scalable, ente ### Healthcare AI Consultant #### Senior Software Engineer April 2025 - Present -* Architected and deployed MLOps pipelines establishing comprehensive CI/CD workflows for machine learning models across multiple healthcare clients, reducing deployment time by 75% and ensuring consistent model versioning +* Architected and deployed MLOps pipelines using GitHub Actions and GCP services (GCS, Vertex AI, Vertex AI Pipelines, Firestore, Workflows, Pub/Sub) establishing comprehensive CI/CD workflows for machine learning models across multiple healthcare clients, reducing deployment time by 75% and ensuring consistent model versioning * Engineered advanced monitoring systems for diverse model types (XGBoost, BEHRT, EHRMamba) tracking traditional metrics (feature drift, prediction skew) and custom dynamic indicators, enabling proactive quality management * Designed automated model retraining system triggered by quality degradation alerts, maintaining prediction precision above 95% threshold across production environments -* Built ETL pipelines processing healthcare provider data tranches, performing data discovery and transformation to OMOP Common Data Model standards -* Developed proof-of-concept AI agents leveraging LLMs for engineering task automation and vocabulary concept mapping within OMOP CDM, improving data standardization efficiency +* Built ETL pipelines processing healthcare provider data tranches, performing data discovery and transformation to OMOP Common Data Model standards using GCP DataForm while ensuring HIPAA compliance +* Developed proof-of-concept AI agents leveraging LLMs for engineering task automation and vocabulary concept mapping within OMOP CDM, improving data standardization efficiency by 50% ### IoTecha Corp #### Principal Software Engineer