Overview: I specialize in designing and implementing AI and machine learning models tailored to solve complex business challenges. With extensive experience in Deep Learning, Large Language Models (LLMs), and Predictive Analytics, I offer custom AI solutions that deliver high accuracy and actionable insights. My work focuses on:
Developing state-of-the-art ML models, including CNNs, RNNs, and transformer models.
Specializing in natural language processing with expertise in BERT, GPT-4, and other LLMs.
Creating predictive models for healthcare, finance, and IoT applications.
Let’s transform your data into valuable business insights using cutting-edge machine learning technology.
Key Services:
AI Model Development and Deployment
NLP & Sentiment Analysis
Machine Learning Algorithm Tuning
Predictive Analytics for Business Decision-Making
Overview: As a Data Science & Visualization Expert, I turn data into meaningful insights through advanced analytics and effective visualization. I bring over 10 years of experience working with data science projects and data visualization tools to help businesses unlock the full potential of their data. My core expertise includes:
Data Collection & Processing: Extensive experience in wrangling large datasets, cleaning data, and preparing it for analysis.
Statistical Analysis and Predictive Modeling: Applying machine learning techniques for classification, regression, clustering, and anomaly detection.
Data Visualization: Creating impactful charts, dashboards, and visuals with Matplotlib, Seaborn, and Tableau to effectively communicate insights.
Whether you need to understand complex data trends or build dashboards that bring clarity, I’m here to help bring your data to life.
Key Services:
Data Processing & Analytics
Predictive Modeling & Machine Learning
Data Visualization (Tableau, Matplotlib, Seaborn)
Insightful Reporting and Dashboard Creation
Conducted research and taught advanced courses in artificial intelligence and machine learning.
• Taught the "Large Language Models (LLM)" course, focusing on state-of-the-art techniques and applications in natural language processing.
• Published research articles in reputable journals and conferences.
• Supervised graduate students' research projects.
Chuncheon, Korea, Republic of
5月, 2024 - 現在
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7 , 19
Research Professor
11月, 2022 - 3月, 2024
•
1 , 4
Korea University
11月, 2022 - 3月, 2024
•
1 , 4
Conducted research and taught advanced courses in artificial intelligence and machine learning.
• Developed and taught the "Large Language Models (LLM)" course, focusing on state-of-the-art techniques and applications in natural language processing.
• Published research articles in reputable journals and conferences.
• Supervised graduate students' research projects.
Sejong, Korea, Republic of
11月, 2022 - 3月, 2024
•
1 , 4
Assistant Professor
8月, 2022 - 10月, 2022
•
2
Superior University
8月, 2022 - 10月, 2022
•
2
Teaching, Conduct Research, Writing articles, Management and Administration.