Seola Kim Email and Phone Number
As an AI developer with a diverse background spanning Physics, Education, and Engineering, I'm currently seeking new opportunities in the exciting field of big marketing data analytics. My unique journey has taken me from studying Physics at university to teaching high school, pursuing Engineering studies in Paris, and finally transitioning into AI development in Seoul.Always committed to learning, I'm in the final semester of a Statistics and Data Science degree program, expanding my skills in data mining, text crawling, and multivariate analysis. This ongoing education complements my professional experience in AI development for medical data analysis, where I work with ECG signals to detect respiratory anomalies using advanced techniques like CNN and RNN with attention mechanisms.In my current role, I'm involved in the entire AI development process, from raw data handling to model deployment. I place significant focus on data preprocessing and curation, ensuring our AI models are built on high-quality, well-prepared data. Regular collaboration with medical stakeholders is a key aspect of my work, allowing me to align our technical solutions with practical needs. Proficient in Python and PyTorch, I've honed my skills in developing reliable AI solutions for complex datasets.While my background is in medical data, I'm eager to apply my AI and data science expertise to marketing challenges. I'm particularly interested in leveraging big data for consumer behavior prediction, marketing strategy optimization, and uncovering patterns in large-scale datasets. My goal is to contribute to projects that not only advance marketing technology but also enhance customer experiences and drive business outcomes.I welcome discussions about roles where I can apply my expertise in data handling, AI model development, and stakeholder communication to drive innovation in marketing analytics. My diverse skill set, continuous learning attitude, and experience in translating complex data into actionable insights position me uniquely to contribute to this dynamic and evolving field.
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Ai DeveloperZiovision Jan 2022 - PresentSéoul, Corée Du Sud[AI Research and Innovation]As AI Researcher and Project Manager at Ziovision Inc. since 2022, I lead an AI project in medical applications. I developed a sleep apnea detection model using ECG data, achieving high accuracy (correlation coefficient: 0.9, AUROC: 0.93). This work involved creating data pipelines from raw data to insights, using Deep Learning AI algorithms.[Collaboration and Project Management]I work with medical professionals to design analytics tools for clinical… Show more [AI Research and Innovation]As AI Researcher and Project Manager at Ziovision Inc. since 2022, I lead an AI project in medical applications. I developed a sleep apnea detection model using ECG data, achieving high accuracy (correlation coefficient: 0.9, AUROC: 0.93). This work involved creating data pipelines from raw data to insights, using Deep Learning AI algorithms.[Collaboration and Project Management]I work with medical professionals to design analytics tools for clinical decision-making. My role includes analyzing data requirements and ensuring data quality. I use Agile-like methods, conducting bi-weekly presentations to stakeholders and managing project timelines and deliverables.[Knowledge Sharing and Research]I promote data literacy within the team and among stakeholders. My research led to a first-author paper on ECG analysis for estimating the Apnea-Hypopnea Index, published in Diagnostics 2024.[Data Quality and Impact]I focus on structuring datasets for AI models and creating thorough validation processes. This role combines my skills in AI, data science, and project management to improve healthcare outcomes through data-driven solutions. Show less -
Stagiaire En Recherche Et DéveloppementCnrs - Centre National De La Recherche Scientifique Mar 2021 - Jan 2023Orsay, Île-De-France, France[Research and Development Internship]During a 6-month internship at CNRS, I worked on a project involving ultrasound therapy devices and skull samples.[Technical Skills Development]I developed an algorithm to monitor the real-time position of the therapeutic device relative to the skull surface. This work aimed to minimize potential risks by ensuring perpendicular alignment. I used MATLAB for coding and gained experience with function generators and… Show more [Research and Development Internship]During a 6-month internship at CNRS, I worked on a project involving ultrasound therapy devices and skull samples.[Technical Skills Development]I developed an algorithm to monitor the real-time position of the therapeutic device relative to the skull surface. This work aimed to minimize potential risks by ensuring perpendicular alignment. I used MATLAB for coding and gained experience with function generators and oscilloscopes.[Cross-Cultural Communication]Working with two supervisors from different labs, I enhanced my French language skills and developed cross-cultural communication abilities. This experience provided valuable insight into international research collaboration.This internship at CNRS marked the beginning of my coding journey and introduced me to practical applications of physics and engineering in medical research. Show less -
TeacherYounghoon Highschool Mar 2017 - Feb 2019Seoul, South Korea[Science Education and Skill Development]As a Physics Teacher at Younghoon High School (March 2017 - February 2019), I taught General Science, Advanced Physics, and Physics Experiments. I focused on developing students' data literacy by guiding them in data collection, analysis, and visualization.[Extracurricular Leadership and Program Management]Beyond the classroom, I managed after-school programs and related budgets. I conducted satisfaction surveys, consistently achieving… Show more [Science Education and Skill Development]As a Physics Teacher at Younghoon High School (March 2017 - February 2019), I taught General Science, Advanced Physics, and Physics Experiments. I focused on developing students' data literacy by guiding them in data collection, analysis, and visualization.[Extracurricular Leadership and Program Management]Beyond the classroom, I managed after-school programs and related budgets. I conducted satisfaction surveys, consistently achieving high student satisfaction rates. This experience combined my passion for physics with educational leadership and program management skills.My role at Younghoon High School allowed me to foster scientific understanding while developing valuable skills in education management and data analysis. Show less
Seola Kim Education Details
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Material Science, Biomedical/Medical Engineering -
Korea National University Of EducationA+/A+ -
Data Science
Frequently Asked Questions about Seola Kim
What company does Seola Kim work for?
Seola Kim works for Ziovision
What is Seola Kim's role at the current company?
Seola Kim's current role is Medical AI developer, diplomed at Polytech Paris-Saclay.
What schools did Seola Kim attend?
Seola Kim attended Polytech Paris-Saclay, Ifsbm, Korea National University Of Education, 고려대학교, Korea National Open University.
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