Cho Hyunje

Software Engineer, ML Data

Seoul, South Korea
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Summary

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Rockstar
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Cho Hyunje is a seasoned ML-focused software engineer with 11 years of experience building large-scale recommendation and ML infrastructure, currently leading ML data efforts at TwelveLabs in Seoul. He has driven production embedding models, generative-AI backends, and vector search platforms for consumer-facing e-commerce at ABLY, impacting over 10 million monthly users. Previously he led AI research and engineering at Buzzni, designing TF-serving inference architectures and large-scale image classification and labeling pipelines. Cho combines hands-on systems work—Spark, Ray/KubeRay, Milvus, Elasticsearch, Airflow—with model-centric design (SBERT-style embeddings, InfoNCE losses) to bridge research and production. His background as a mentor and lecturer underscores a pragmatic focus on scalable, maintainable ML systems and operational excellence.
code11 years of coding experience
job8 years of employment as a software developer
bookBachelor's degree, Computer Information Engineering, Bachelor's degree, Computer Information Engineering at 인하대학교
bookMaster's degree, Computer & Information Engineering, Master's degree, Computer & Information Engineering at 인하대학교 대학원
languagesKorean, English
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Stackoverflow

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Github Skills (25)

summaries9
arxiv9
resnet7
tokenizer6
wordnet6
corpus6
scala-native6
deep-learning5
scala5
similarity5
databricks5
machine-learning5
translation5
pytorch5
tensorflow4

Programming languages (3)

ScalaLuaPython

Github contributions (5)

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RetrieverJo/Spark-Example

Nov 2014 - Dec 2015

Contributions:8 commits, 2 pushes in 1 year 1 month
RetrieverJo/yes24

Nov 2015 - Apr 2021

Contributions:25 commits, 1 PR, 12 pushes in 5 years 5 months
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Cho Hyunje - Software Engineer, ML Data