Jincheng Sun
Senior Consultant at EY
Greater Montreal Metropolitan Area Canada
Summary
👤
Senior🎓
Top SchoolJincheng Sun is a Senior Data Science Consultant with 7 years of experience building production-ready ML systems and data platforms in the financial and tech sectors across Greater Montreal. He blends hands-on MLOps engineering—rewriting exploratory notebooks into Azure ML training pipelines, model registry/versioning, blue-green releases, and monitoring—with data engineering expertise in Databricks, Delta Lake and DBT implementing Medallion and dimensional models. At EY he authored an MLflow-based utility library to accelerate experiment tracking, model packaging and deployment (Seldon/Kubernetes), and has delivered monitoring stacks with Prometheus/Grafana. His background includes research-driven internships applying GNNs and reinforcement learning for VM scheduling and time-series anomaly detection, giving him a rare mix of research rigor and production pragmatism. Fluent in Python and cloud-native tooling, he focuses on transforming prototype research into reliable, auditable ML products for regulated environments.
7 years of coding experience
3 years of employment as a software developer
Master of Applied Science, Electrical and Computer Engineering, Master of Applied Science, Electrical and Computer Engineering at 加拿大肯高迪亚大学Bachelor's degree, The Internet of Things, Bachelor's degree, The Internet of Things at China University of Petroleum 中国石油大学(华东)
Stackoverflow
1reputation
0reached
2answers
0questions
Github Skills (24)
python9
machine-learning9
deep-learning9
tensorflow8
data-science7
neural-network7
pyflink6
centos6
apache-flink6
deep-neural-networks5
ml5
autoencoder5
machine-learning-models4
hybrid2
machine-learning-workflow1
Programming languages (4)
Github contributions (5)
Jincheng-Sun/Kylearn-pytorch
Sep 2019 - Jul 2020
Contributions:28 PRs, 88 pushes, 3 branches in 10 months
Jincheng-Sun/Kylearn
May 2019 - Oct 2019
A framework for machine learning based on Tensorflow
Contributions:6 PRs, 66 pushes, 4 branches in 4 months
autoencoderpythondeep-learningmachine-learningtensorflow
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.