Yi-Ting Chen
PhD Candidate
College Park, Maryland, United States
Summary
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SeniorYi-ting Chen is a PhD student and research-focused software engineer specializing in machine learning, computer vision, and image processing, with a decade of industry and academic experience. She has interned and collaborated on research at top labs including Google, Apple, Meta, Argo AI, CMU, Amazon, and Academia Sinica, applying practical systems work (e.g., camera 3A algorithms) to cutting-edge perception research. Her trajectory blends strong academic training from CMU and UMD with production-oriented engineering from MediaTek and autonomous-vehicle and consumer-tech research roles. Known for bridging SLAM, image enhancement, and ML-driven vision pipelines, she brings both hands-on implementation experience and research rigor to large-scale problems. Based in College Park, MD, she often operates at the intersection of applied science and software, making research outputs directly usable in product contexts.
10 years of coding experience
Github Skills (29)
image-synthesis10
diffusion-models9
serialization8
text-to-image7
rpc7
protobuf7
kitti6
convolution6
point-cloud6
ref6
super-resolution6
protocol-buffers6
python5
protoc4
conda4
Programming languages (3)
Github contributions (5)
Jamie725/Multimodal-Object-Detection-via-Probabilistic-Ensembling
Jan 2021 - Jan 2023
Contributions:69 commits, 41 pushes, 2 branches in 2 years
Jamie725/website
Sep 2022 - Nov 2024
Contributions:50 pushes, 1 branch in 2 years 2 months
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