Alumni

Dissertation: Explainable Deep Learning Models for Understanding Mental Health

Current: NLP Researcher @ Hana Institute of Technology

Dissertation: Multimodal Deep Learning in Affective Computing

Current: CTO @ Raondata

Dissertation: Predicting Suicidality with Explainable Deep Learning Models

Current: Post-doc @ Yale School of Medicine

Thesis: Detecting Fake News on COVID-19 using a Graph Neural Network

Current: AI engineer @ RSN

Thesis: Singing Voice Synthesis with a Contextual Language Representation

Current: AI engineer @ COCONE

Thesis: Detecting Depression on Video Logs using a Machine Learning Approach

Current: Data scientist @ N3N

Thesis: Lesion-attentive Retinal Diseases Classification based on Spectral Domain Optical Coherence Tomography

Current: ML engineer @ Healing Paper

Thesis: Towards building a mental illness detection system with evidence support development and usabulity study

Current: AI engineer @ AhnLab

Thesis: An AI-based Explainable Expert Support System for Art Therapy

Current: AI engineer @ LG Electronics

Thesis: Detecting Multi Retinopathy based on Optical Coherence Tomography using a Deep Convolutional Network

Current: Ph. D. student @ DSAIL & CEO @ RaonData

Thesis: Learning Co-Speech Gesture for Multimodal Aphasia Type Detection

Current: AI researcher @ NHN

Thesis: Emotion-driven Facial Re-targeting: Multi-task Learning For 3D Facial Expression Transfer

Current: SW engineer @ JOYCITY

Thesis: Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning

Current: Data scientist @ Woori Bank

Thesis: HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection

Current: AI research scientist @ VUNO

Thesis: Enhancing Legal Judgment Prediction with Sentencing Guidelines and Large Language Models

Current: NLP researcher @ AlphaBridge

Thesis: Developing a Draw-A-Person-in-the-Rain Assessment System Using a Multimodal Large Language Model

Current: AI Researcher @ Seoul Institute

Thesis: Multimodal Retinal Imaging for Cardiovascular Disease Prediction

Current: Master of Biomedical Engineering @ Columbia University

Thesis: Counselor-AI Collaborative Transcription and Editing System for Child Counseling Analysis

Current: AI engineer @ LINE

Ph. D. Student

AI in Law, LLM

zvezda@g.skku.edu

NLP researcher @ AlphaBridge