Jonathan Kusuma
Machine Learning Researcher @Usc Viterbi School Of Engineering
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WORK HISTORY
Machine Learning Researcher @Usc Viterbi School Of Engineering
Los Angeles County, CA, US
I contributed to a computer vision research project focused on detecting 3D printing failures in real time. I migrated our initial model to EfficientNet-B3 on an RTX workstation, achieving 4x faster inference and reducing error rates by 15%. I also fine-tuned MobileNetV2 using data augmentation, reaching a macro-F1 of 0.82 across four defect classes. To operationalize the model, I built a live OctoPrint dashboard that monitors prints, halts failures at 0.7 confidence, cutting filament waste by 30%.
EDUCATION
University of Southern California
Master of Science - MS
University of Illinois Urbana-Champaign
Bachelor of Science - BS
ABOUT JONATHAN KUSUMA
Hi, I\'m Jonathan, a data scientist and software developer with a focus on machine…
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