Matthew Sklar
Machine Learning Engineer at Amazon
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolMatthew Sklar is a Machine Learning Engineer with a decade of experience building scalable, production-grade systems and ML research implementations. Now at Amazon, he transitioned from designing high-throughput AWS services at Amazon Music to applying ML expertise across production workloads, bringing strong ownership of CI/CD, monitoring, and large-scale ETL pipelines. His academic work at Georgia Tech produced peer-reviewed robotics and multi-agent RL research—shipping CUDA-optimized PyTorch training that sped experiments up to 8x and graph-attention communication models robust to transit loss. Comfortable across Python, C++, ROS, and cloud infrastructure, he blends deep research rigor with pragmatic engineering to move models from lab prototypes into highly available systems. Based in New York, he has a track record of turning complex algorithmic ideas into reliable, deployable software.
11 years of coding experience
4 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Georgia Institute of Technology
English, Hebrew
Github Skills (10)
gtsam10
robotics10
cpp10
perception10
django4
react3
nextjs2
spigot2
python2
minecraft2
Programming languages (4)
Github contributions (5)
matthewsklar/Donatracker
Sep 2018 - Nov 2018
Donation app for GT CS2340
Contributions:103 commits, 51 PRs, 56 pushes in 1 month
donation-app
Jutanium/MathPlayground
Jul 2016 - Dec 2016
Contributions:92 commits in 5 months
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