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Updated resume again

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Alex Clarke
2025-11-03 11:14:56 -07:00
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@@ -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