Yuhan Guo
United States
Summary
🤩
Rockstar🎓
Top SchoolYuhan Guo is a machine learning engineer with 11 years of industrial experience building production ML systems for ads ranking, recommendation, and real-time bidding across companies including Meta, Pinterest, Liftoff, and major banks. Trained in microelectronics and data science (Telecom ParisTech, 3.99/4.0), he blends rigorous academic foundations with hands-on expertise deploying NLP platforms, time-series anomaly detection, and low-latency bidding models. At Liftoff he focused on real-time bidding for mobile advertising, and at Société Générale he delivered an NLP API and interactive demos for internal clients—demonstrating a knack for turning research into usable tools. His recent tenure at Meta and current work at Pinterest indicate experience scaling models within large, production-critical environments. Comfortable with distributed data processing and deep learning productionization, he often operates at the intersection of algorithmic modeling and engineering constraints to deliver measurable business impact.
11 years of coding experience
7 years of employment as a software developer
Bachelor's degree, Microelectronics, Bachelor's degree, Microelectronics at Nanjing UniversityEngineer's degree (Master), Computer science and Data science, 3.99/4.0, Engineer's degree (Master), Computer science and Data science, 3.99/4.0 at Telecom ParisTech
Chinese, English, French
Github Skills (117)
python10
deep-learning10
gpu10
gpu-acceleration10
acceleration10
numpy10
neural-network10
tensor10
aws-lambda10
java10
tensorflow10
autograd10
kotlin10
machine-learning10
sql-query9
Programming languages (9)
Github contributions (5)
SilverGuo/sentiment_analysis
Nov 2016 - Sep 2017
Contributions:41 commits, 40 pushes, 1 branch in 9 months
SilverGuo/koroker
Sep 2017 - Jul 2018
Contributions:49 commits, 18 pushes, 4 branches in 9 months
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