Songyi Yang
Applied Scientist at Amazon Web Services (AWS)
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolSongyi Yang is an Applied Scientist at AWS ProServe with eight years of experience applying AI/ML, mathematical optimization, and production-focused infrastructure to real-world problems. Trained in AI through an MSc at King’s College London and a Bachelor’s in Electrical and Electronics Engineering from Sun Yat-sen University, she has worked across computer vision, AutoML (including neural architecture search), and reinforcement learning—the latter being her deepest technical passion. At AWS she has progressed from graduate roles to applied scientist, helping customers integrate advanced decision-making models into production. Comfortable bridging research and engineering, she pairs a rigor in mathematical methods with hands-on experience deploying models and services. Outside work she pursues linguistics, reflecting a rare dual interest in both human and machine languages.
8 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Electrical and Electronics Engineering, 88/100, Bachelor's degree, Electrical and Electronics Engineering, 88/100 at Sun Yat-sen UniversityMaster of Science - MS, Advanced Computing, 80/100, Master of Science - MS, Advanced Computing, 80/100 at King's College London
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (18)
pytorch10
ocr10
text-classification10
lstm10
ctc10
information-extraction10
neural-architecture-search8
nas8
file-format5
encoder5
deep-neural-networks4
decoder4
c993
encoding3
decoding3
Programming languages (4)
Github contributions (5)
zzzDavid/ICDAR-2019-SROIE
Mar 2020 - Jul 2020
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Contributions:21 commits, 21 pushes, 6 comments in 4 months
information-extractionocricdartext-classificationcrnn-ocr
patrick22414/patrick22414
Nov 2020 - Dec 2024
Contributions:34 pushes, 1 branch in 4 years 2 months
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