Resume
履歴書
Experience
Senior Machine Learning Engineer
July 2025 — PresentSmarterDxUnicorn
LLM-powered clinical AI for hospital revenue integrity and quality reporting.
Senior Machine Learning Engineer II
February 2023 — July 2025PerennialSeries A
Soil carbon estimation at global scale — feature engineering, distributed training, GCP infra.
Senior Machine Learning Engineer
August 2022 — February 2023OntraSeries B
ML model gateway and async serving stack for legal document AI.
Senior Machine Learning Engineer
August 2021 — June 2022DrizlyAcquired
Contextual multi-armed bandit for shelf optimization and conversion.
Lead Machine Learning Engineer
November 2012 — August 2021HumanaFortune 50
Deep learning for cost transparency, experimentation platform, TensorFlow in production.
Education
Georgia Institute of Technology
Master of Science — Computer Science, Specialization in Machine Learning
2018 — 2021
Indiana University Southeast
Bachelor of Science — Computer Science, Information Systems
2009 — 2013
Skills
ML / AI
Machine LearningLLMsAgentic SystemsRAGTensorflowPytorchXGBoostLightGBMReinforcement Learning
Languages
PythonTypeScriptSQL
Data
PandasNumpyBigQueryPostGISPostgresRedisEarth EngineXarray
Cloud
GCPAWS
Frameworks
FastAPIMetaflowFlyteSQLAlchemy
Tools
DockerKubernetesTerraformTerragruntDagsterAirflowGitGitHub ActionsGitLab CI/CDPytestAnsible