Zhilin L.
Machine Learning Engineer at ADP | GenAI, Python, AWS
- Role
- Associate Machine Learning Engineer at ADP
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Zhilin L.
As an Associate Machine Learning Engineer at ADP, I specialize in developing machine learning solutions integrated directly into production applications. My current work includes creating inference frameworks and APIs for intent classification systems, utilizing Python, AWS Lambda, and API Gateway to improve client-facing experiences.I have hands-on experience designing and maintaining scalable data pipelines for retraining classifier models using OpenSearch vector databases. My technical skill set encompasses Python programming, AWS services (SageMaker, Lambda, API Gateway, ECR), Docker containerization, MLFlow for experiment tracking, and Databricks for distributed computing.My expertise lies in practical machine learning model deployment, API development, and managing end-to-end ML workflows, continually enhancing model accuracy, performance, and reliability.
Experience
Associate Machine Learning Engineer
Jul 2024 — Present · Parsippany, NJ, US
Develop and maintain APIs to deliver model predictions for application development teams using AWS SageMaker, AWS API Gateway and AWS Lambda- Build automated data pipelines in Databricks for ingesting unstructured data into Opensearch vector database and model retraining, reducing data processing latency of intent classification system.
Education
UC San Diego
Bachelor of Science & Bachelor of Arts, Cognitive Science with specialization in Design | Interdisciplinary Computing and Arts
Cornell Tech
Master of Science - MS, Computer and Information Sciences, General
Cornell University
Master of Science - MS, Computer and Information Sciences, General
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