Sumin Shin
Data Scientist II
South Korea
Summary
👤
Senior🎓
Top SchoolSumin Shin is a Data Scientist II with eight years of hands-on experience building production-ready computer vision and LLM-based services, currently at QuantumBlack, AI by McKinsey. She has delivered multimodal video search, recommendation chatbots, and edge-optimized CV models at LINE Plus, cutting reliance on external tools and reducing costs. Her background includes generative AI filters using diffusion and GANs, deployment of APIs and demo tooling for in-house LLM/VLLM evaluation, plus prior internships focused on pixel-wise depth estimation and Korean real-time TTS. Trained at KAIST with both bachelor's and master's work in AI and computing, she blends rigorous research foundations with pragmatic productization skills. Notably, she spans the full ML lifecycle—from model optimization for constrained devices to front-end demo metrics—making her adept at turning advanced AI techniques into usable services.
8 years of coding experience
3 years of employment as a software developer
Master's Degree, AI, Master's Degree, AI at Korea Advanced Institute of Science and Technology
English, Korean
Github Skills (18)
stylegan9
text-to-image7
perceptual7
speech7
imagery7
perceptual-losses6
speech-to-text6
manipulation6
clip5
music-generation5
pytorch5
multimodal4
deep-learning4
python4
music4
Programming languages (2)
Github contributions (5)
ssumin6/Korean-TTS-Server
Aug 2019 - Jan 2023
Korean text-to-speech
Contributions:18 commits, 12 pushes, 1 comment in 3 years 5 months
speech-to-textkoreanspeechsynthesisfastspeechspeech
Sanghou/CS330
Mar 2018 - Jan 2023
Contributions:84 pushes, 5 branches in 4 years 10 months
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