Junhee Kim

Feb. 2025 - Feb. 2027 (expected)

M.S. in Statistics & Data Science

Inha University · GPA 4.43 / 4.50

Bayesian Inference Lab, advised by Seongil Jo.

Mar. 2019 - Jul. 2023

B.S. in Statistics

Inha University · GPA 4.14 / 4.50

Interdisciplinary major in Samsung Convergence Software Course.

Feb. 2025 - Present

Graduate Research Assistant

Bayesian Inference Lab · Department of Statistics, Inha University

• Researching machine learning and deep learning methods for complex data including multi-channel gas sensors, molecular toxicity data, and time-series anomaly detection tasks.
• Developing Bayesian ML, Gaussian process, and probabilistic AI models to quantify predictive uncertainty and improve reliability.
• Serving as a teaching assistant for Data Visualization Lab (Spring 2025) and Regression Analysis Lab (Fall 2025).

Sep. 2023 - Jul. 2024

Undergraduate Research Intern

Human Computer Interaction Lab · Department of Computer Engineering, Inha University

• Applied deep learning models to real-world sensor data including vibration and accelerometer signals.
• Handled the end-to-end pipeline from data collection and preprocessing to model implementation and edge deployment.

Jul. 2024 - Feb. 2025

Undergraduate Research Intern

Bayesian Inference Lab · Department of Statistics, Inha University

• Implemented advanced statistical models including Bayesian methods and graphical models.
• Focused on probabilistic approaches for prediction and structured data analysis.