Personal Profiles
Hyperconnect, Matchgroup - Product ManagerBachelor’s Degree in Science - Yonsei University, Seoulsukhyun9673@gmail.com+82-10-7173-9606As a Product Manager, I have led and managed projects primarily in the live streaming domain at Hyperconnect. Throughout the entire process, from service design to development, I have collaborated closely with AI/ML, server, client, design, QA and operation. My responsibilities have also included deriving insights and driving improvements based on data analysis. Additionally, my skillset and knowledge in NLP and the application of Machine Learning stems from my prior research experiences.
Experiences
Product Manager (Oct 01. 2021 ~)
Hyperconnect, Matchgroup (2022.04 ~ Currently Working)
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Hits - Short form video feature for live streaming platform
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Managed the development of a new short-form video feature, focusing on expanding content creation and monetization.
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Led the development process by communicating with the client and server development team.
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AI Assistant (Minimi) Project
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Managed a chatbot-based AI Assistant project, leading cooperation with the AI/ML team.
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Utilized advanced metrics and data analysis techniques to thoroughly examine and interpret key results, providing valuable insights to drive informed decision-making.
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‘Are you sure?’ - AI chat moderation feature for Hakuna service
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Led the experiment and PoC of the moderation feature for live streaming chat, which detects harmful, disrespectful, self-harm, or illegal keywords and warns users based on the situation.
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Collaborated with the server development team, AI/ML team, and moderation team to optimize the performance and goal of the chat moderation model.
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Live streaming UI improvement Project
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Directed and designed service renovation based on CTR analysis and user VOC.
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Cooperated with the AI/ML team to improve search logic and content recommendation within the live streaming service.
Flitto (2021.10~2022.04)
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Owned and Led ‘New Arcade’ project
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Led a cross-functional team, including sales, development, and design, to successfully build and launch a B2B language data processing platform using crowd-sourcing.
AI / ML Research Experience
Research Paper
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Measuring Mathematical Solution Understanding of Large Language Models (In Review)
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Proposed "MSUscore," a novel metric for measuring Mathematical Solution Understanding (MSU) in Large Language Models (LLMs).
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Demonstrated that proposed MSU which is process-based performance evaluation, show concurrent results with traditional outcome-based evaluation measure.
AI Research Lab (2021.01 ~ 2021.09)
Startup Experience
FIND
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FIND (KR) - Founder / Project Manager (2020.04 ~ 2021.09)
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Established and operated a career network community for college students.
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Produced podcast sessions, YouTube content, and newsletters.
Internship
Amazon Web Services
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Amazon Web Services - Digital Native Business team (2019.07 ~ 2020.01)
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Suggested and introduced a two-way metric to better forecast and evaluate the growth potential of startup clients through a data analysis project.
Other Projects
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Organized and initiated non-profit consulting projects to enable sustainable development of KAYD, UN IOM, Lime Friends.
Graduation Capstone project
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App Service Development - ‘Encircle’ - Pitching (2021)
Skillsets
Skills
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Communication & Project Management
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NLP / ML modeling
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Based on Python libraries and Pytorch.
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Data analysis
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SQL (BigQuery), Dashboard (Firebase / Tableau), and Python frameworks.
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Other tools
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Project Management: Jira / Notion / Confluence / Slack
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Product Design: Figma
Language
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Native Korean
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Fluent English
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GRE Verbal 160