Minok Lee

Experience

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  한국특허정보원

  Jul 2021 - Dec 2021

  IP Information Infrastructure

  • Improvement of patent specification recognition rate based on Object Detection Model(OCR) ∘ Built 16,000 patent specification image learning data ∘ Participated in selecting a total of 11 data labeling criteria

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  KB Kookmin Bank 국민은행

  Dec 2021 - Feb 2022

  Digital Assistant

  ⦁ Digital technology support for bank customers ∘ Approached 20% improvement in congestion in bank ∘ Provided congestion improvement ideas and produced four materials

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  숭실대학교

  Jul 2022 - Aug 2023

  Undergraduate research student

  • Soongsil University AI&Healthcare Lab research student ∘ Participated in Samsung Electronics Healthcare Application Project as an assistant. ∘ Learned Data Analysis Knowledge like ML, Computer Vision, NLP in study seminar. ∘ 'Real-time Lie Detection Multi-Modal Deep Learning Model' project at KSIE competition

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  Altair

  Jul 2023 - Jan 2024

  Data Analytics Engineer

  • Loan default prediction based on customer behavior project ∘ Characterized Defaulters with EDA. ∘ Developed loan default prediction model for risk management. (XGBoost f-measure 84.5%)• Samsung Electronics SPDM Proposal document assistant• LS Electric Delta Robot simulation data analysis & Visualization• HMC suspension combination optimization & Visualization

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  FPCU

  Feb 2024 - now

  Project Assistant

  • Framework for Patent ∘ Paper on how patent will work ∘ Review documentation on the current patent ∘ Recommendation on what needs to be done ∘ Assist in discussion with the lawyer• Launch Assistance ∘ Invitations