Shutian Ma

Gen AI Annotation Specialist On Assignment At META

San Jose, California, United States
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Summary

👤
Senior
🎓
Top School
Shutian Ma is an NLP and GenAI engineer with eight years of experience building production-ready language and multimodal systems, currently working on generative AI annotation for Meta through Tundra Technical Solutions. He has hands-on ML engineering experience from roles at Tencent and Axon, where he optimized audio-to-text pipelines, speaker diarization, and LLM summarization for challenging real-world data like bodycam recordings. Shutian has deep practical knowledge in RAG, dataset curation, and deployment—having parsed large Chinese PDFs, implemented LangChain retrieval modules, and containerized ComfyUI deployments for clients. His background blends academic rigor (doctoral studies and visiting scholar work) with product-focused engineering, including leading annotation teams and applying LoRA fine-tuning to domain chatbots. Based in San Jose, he contributes to Simplified Chinese LLM annotation efforts that supported a Meta AI publication—an uncommon bridge between hands-on labeling and published research. Outside work he emphasizes a balanced approach to life, encapsulated by his GitHub bio: "live happy live free."
code8 years of coding experience
job5 years of employment as a software developer
bookDoctor Informatics, Doctor Informatics at Nanjing University of Science and Technology
languagesChinese, English
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Github Skills (13)

korean-nlp6
text-generation6
nlp6
transformer4
natural-language-processing4
jekyll3
jekyll-theme3
responsive2
classification1
machine-learning1
github-pages1
text-classification1
bidirectional1

Programming languages (2)

JavaScriptPython

Github contributions (5)

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Contributions:31 commits, 32 pushes, 1 branch in 1 year 2 months
Contributions:4 pushes, 1 branch in 6 years 5 months
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Shutian Ma - Gen AI Annotation Specialist On Assignment At META