Jia Chen
Platform Software Engineering Architect
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolJia Chen is an architect specializing in generative AI platform design with 8 years of experience building production ML systems across vision, language, and recommendation domains. Currently leading system architecture for OCI's Generative AI Service, she previously developed and productionized large foundational models and real-time ML systems at Amazon for Search, Style, Go, and Alexa. Her background spans the full ML lifecycle—from data collection and annotation to model training, evaluation, and deployment—backed by a Ph.D. in machine learning and an M.S. in statistics. She blends research rigor with hands-on engineering, shipping low-latency, high-availability services for mission-critical products. Based in the San Francisco Bay Area, Jia brings deep computer vision expertise and a track record of turning experimental models into scalable, agentic AI services. An understated strength is her ability to architect cross-functional ML platforms that harmonize research innovation with operational reliability.
8 years of coding experience
17 years of employment as a software developer
Ph.D. Computer Science (Machine Learning), Ph.D. Computer Science (Machine Learning) at University of Illinois ChicagoB.E. Computer Science and Engineering, B.E. Computer Science and Engineering at Zhejiang University
Github Skills (81)
instance-segmentation10
vision-transformer10
faster-rcnn10
glip10
openmmlab10
mask-rcnn10
retinanet10
object-detection10
pytorch10
ocr10
pdf10
swin-transformer10
pdf-parser10
openpifpaf9
ai9
Programming languages (7)
Github contributions (5)
jiachen0212/daydayup
Jul 2022 - Feb 2023
Contributions:118 pushes, 1 branch in 7 months
jiachen0212/preannoation_from_sam
May 2023 - Jun 2023
Contributions:119 pushes in 1 month
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