About panyang
7 years of industry experience in machine learning engineering and research, including 3 years as an ML Engineering Manager and 4 years as an ML Engineer. As a manager, I built and scaled an ML organization from the ground up to ~30 engineers, leading projects from research through production. As an engineer, I designed and delivered end-to-end ML systems at scale, with expertise spanning model development, MLOps, infrastructure, and deployment. Experienced in bridging research and engineering to drive production-ready AI solutions.
Key Skills
Experience
Machine Learning Engineer
CurrentBlyncsy
* Designed, implemented, and deployed end-to-end machine learning pipelines for production use * Contributed to the development and implementation of new ML models across various projects * Enhanced model training, inference, and evaluation pipelines with new features and metrics * Scaled production data pipelines to handle significantly higher data volume and throughput * Solved complex data challenges unique to crowd-sourced imagery
Ml Engineering / Research
Uniquify Inc
* Founding engineer of the ML team * Designed and implemented various deep learning models * Researched and developed proprietary methods for optimizing neural network models * Manage software engineering and ML projects * Scaled the ML team from 2 to 30+ people * Founding ML Engineer from Dec 2018 to June 2019; ML Team Lead/Manager from June 2019 to July 2024
Machine Learning Intern
Uniquify Inc
Finished top of the internship class
Education
42 Silicon Valley
42 Silicon Valley
University Of California, Berkeley
Bachelors
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Common Questions
What is panyang's expertise?
panyang specializes in Machine Learning Engineer, with expertise in artificial intelligence, c++, computer vision, deep learning, git.
Where is panyang located?
panyang is based in san mateo, california, united states.
How much experience does panyang have?
panyang has 8+ years of professional experience.
How can I contact panyang?
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