Python
SO JUNG HEO
Student
235, Nonhyeon-ro, Namdong-gu, Incheon
Summary
Adept in NLP and AI development, notably with Korean text classification, I honed my skills at HanKyong National University SELab. My work, focused on enhancing speech disability assistance through advanced language processing, showcases my collaborative spirit and technical proficiency. Achievements include optimizing tokenization methods and contributing significantly to accessibility technology.
Overview
2
2
years of professional experience
2
2
years of post-secondary education
2
2
Languages
Work History
AI Development Project -Korean Text Classification
Team Project
11.2024 - 12.2024
- Self-motivated, with a strong sense of personal responsibility.
- Excellent communication skills, both verbal and written.
- Developed a recommendation system for cocktails using NLP techniques and BERT models
- Created a similarity algorithm that identifies related cocktails based on ingredient composition
- Implemented data preprocessing techniques to handle sparse information in the HuggingFace cocktail dataset
- Designed a solution that takes GPT-generated cocktail suggestions as input and outputs similar cocktail alternatives
- Addressed challenges with limited data regarding taste profiles, alcohol content, and spirit categories
- Refined the model to optimize for meaningful similarity matches despite incomplete dataset information
- Structured the codebase logically for better readability and maintainability
Research Assistant Intern
HanKyong National University SELab
03.2023 - 06.2023
- Developed proficiency in NLP tools and frameworks used for Korean text tokenization and language processing.
- Gathered, processed, and refined speech data to create representative models for AI training in speech disability assistance.
- Conducted thorough analyses on tokenization methods to derive optimal approaches for Korean language processing in speech recognition.
- Researched and documented various tokenization techniques specifically designed for speech patterns of individuals with speech disabilities.
- Contributed to the development of accessibility technology by collecting and preprocessing specialized language datasets.
Education
Bachelor of Science - Computer Engineering
Hankyong National University
Jungang-ro 327, Anseong-si, Gyeonggi-do, 17579, Re 03.2023 - Current
Skills
Friendly, positive attitude
Teamwork and collaboration
Computer skills
Customer service
Software
C#, C/C
JavaScript/TypeScript
Timeline
AI Development Project -Korean Text Classification
Team Project
11.2024 - 12.2024
Research Assistant Intern
HanKyong National University SELab
03.2023 - 06.2023
Bachelor of Science - Computer Engineering
Hankyong National University
03.2023 - Current
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