Cheng-lin L
Staff Software Engineer at oPRO.ai
Los Altos, California, United States
Summary
👤
Senior🎓
Top SchoolCheng-lin L is a Staff Software Engineer based in Los Altos with two decades of technology leadership and nine years focused on machine learning and AI-driven solutions. He has led teams building production ML pipelines and time-series prediction and optimization systems, most recently directing ML at oPRO.ai and delivering real-time IoT and form-recognition solutions at Petuum. His background includes enterprise-grade e-commerce and fund administration platforms at J.P. Morgan, where he combined hands-on engineering, project leadership, and cost-saving system migrations. Blending deep practical experience in NLP, computer vision, and sequence models with strong program and team management, he excels at turning research prototypes into scalable services on cloud platforms. An alumnus of USC’s Data Informatics master’s program, he brings a rare mix of legacy system modernization know-how and modern ML engineering.
9 years of coding experience
24 years of employment as a software developer
Master's degree Data Informatics, Master's degree Data Informatics at University of Southern CaliforniaBachelor of Business Administration (B.B.A.) Information Management, Bachelor of Business Administration (B.B.A.) Information Management at National Taiwan UniversityAssociate's degree Chemical Engineering, Associate's degree Chemical Engineering at Ming Chi University of Technology
English, Chinese, Mandarin
Github Skills (44)
gaussian-mixture-models10
twitter10
pca10
kmeans10
mscoco10
mlp10
minhash10
keras10
perceptron10
lstm10
segmentation10
coco10
gmm10
3d-images10
cosine-similarity10
Programming languages (5)
Github contributions (5)
Cheng-Lin-Li/show-attend-and-tell
Aug 2018 - Aug 2018
Contributions:9 commits, 7 pushes, 1 branch in 2 days
Cheng-Lin-Li/Market-Trend-Prediction
Nov 2017 - Apr 2018
This is a project of build knowledge graph course. The project leverages historical stock price, and integrates social media listening from customers to predict market Trend On Dow Jones Industrial Average (DJIA).
Contributions:1 release, 61 commits, 1 PR in 5 months
knowledge-graphsemantic-webpredictionrnnweb-crawler
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