Edward Ma
Data Scientist
San Francisco, California, United States
Summary
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RockstarEdward Ma is a data scientist in San Francisco with eight years of experience specializing in natural language processing, transfer learning, and data science architecture. He combines hands-on model development with practical engineering, evidenced by contributions to the popular nlpaug repository where he implemented character- and word-level augmentation strategies including keyboard/OCR error models and TF-IDF–aware spelling variants. Comfortable bridging research and production, he focuses on robust data augmentation and pipeline design to make NLP models more resilient to real-world noise. Known for pragmatic solutions, he often tackles subtle data-quality issues that improve downstream performance while keeping systems maintainable and scalable.
8 years of coding experience
Github Skills (6)
ocr10
nlp10
ocra10
data-augmentation10
python10
text-classification9
Programming languages (6)
Github contributions (5)
makcedward/nlp
Jun 2018 - Aug 2020
:memo: This repository recorded my NLP journey.
Contributions:36 commits, 98 pushes, 1 branch in 2 years 3 months
nlpbertwordnetmachine-learningdialogue-systems
makcedward/makcedward.github.io
Sep 2018 - Oct 2021
Contributions:14 commits, 13 pushes, 1 branch in 3 years
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