Yin-ting Chou
GenAI MLOps Engineer at Enact Mortgage Insurance
Cary, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolYin-ting Chou is a GenAI MLOps Engineer with a decade of experience building production-ready data and machine learning systems, currently focused on GenAI at Enact Mortgage Insurance. She has a strong background in data engineering and MLOps—designing ELT pipelines to Snowflake, automating deployments with Flyway, SnowCLI and Terraform, and orchestrating ML workloads with Step Functions, Airflow, Kubernetes and MLflow. At ChannelAdvisor she helped stand up the company’s first predictive analytics team, productized time-series forecasting, NLP categorization, and deployed models via FastAPI and Kubernetes-backed CI/CD. She combines statistical rigor from a Master’s in Statistics with practical engineering, enabling business self-service for deployed artifacts like Streamlit apps and Snowflake UDFs. Notably, she has reshaped team workflows and shortened release cycles by reimplementing Git workflows and infrastructure-as-code practices, reflecting a blend of process ownership and hands-on implementation.
10 years of coding experience
8 years of employment as a software developer
Master's degree, Statistics, Master's degree, Statistics at University of MinnesotaBachelor's degree, Mathematical Science, with a minor in Statistics, Bachelor's degree, Mathematical Science, with a minor in Statistics at National Chengchi University
Chinese, English
Github Skills (38)
docker-desktop10
version-control8
cml8
machine-learning7
unstructured-data7
developer-tools7
data-models7
notion6
collaboration6
ai6
dvc6
htmlwidgets6
python6
data-science6
desktop5
Programming languages (6)
Github contributions (5)
choux130/myblog-yintingchou
Feb 2021 - May 2024
my blog using blogdown with matsuyoshi30/harbor template
Contributions:2 PRs, 36 pushes, 4 branches in 3 years 4 months
my-blogblogdownjekyllharbormarkdown
choux130/myblog
Jan 2017 - May 2018
Contributions:3 PRs, 200 pushes, 2 branches in 1 year 3 months
my-blogjekyll
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