Edward Yang
Senior Machine Learning Platform Engineer
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolEdward Yang is a Senior Machine Learning Platform Engineer with nine years of experience building end-to-end ML systems, data ingestion pipelines, and scalable serving APIs across GCP and AWS. He specializes in recommendation systems, NLP, and time series forecasting, and is fluent in Python, Go, R, Spark, PyTorch and TensorFlow. At companies from Pluto TV to EvolutionIQ he has led design and deployment of production recommender and generative LLM pipelines, adding model validation, observability, and orchestration to improve stability and performance. He brings a pragmatic full-stack perspective—combining statistical modeling training from an actuarial and computational finance background with hands-on platform engineering. Comfortable across Kubernetes, Databricks, BigQuery/Snowflake and streaming systems, he often builds internal libraries and tooling to simplify developer workflows. Based in New York, he pairs strong cross-functional collaboration with a track record of shipping reliable, production-grade ML services.
9 years of coding experience
6 years of employment as a software developer
MS, Actuarial Science, MS, Actuarial Science at Temple UniversityBS, Finance, Computational Finance Minor, BS, Finance, Computational Finance Minor at Carnegie Mellon University
Github Skills (29)
python10
acceleration10
machine-learning10
numpy10
deep-learning10
tensorflow10
gpu10
autograd10
neural-network10
tensor10
gpu-acceleration10
sentiment8
lstm8
sentiment-analysis8
medium8
Programming languages (4)
Github contributions (5)
eddiepyang/ga_store
Nov 2018 - Apr 2021
Contributions:3 PRs, 30 pushes, 1 branch in 2 years 5 months
eddiepyang/sentimentizer
Jul 2017 - Jan 2023
small to medium sized language models for sentiment analysis
Contributions:1 release, 5 reviews, 178 commits in 5 years 6 months
nlppytorchrnnpythondeep-learning
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