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Korea Electronic Technology Institute
Data Scientist
June 25, 2026 – Present
fastapi-realtime-stack
September 30, 2025 – November 25, 2025
FastAPI/MQTT/Docker/K8S realtime data monitoring web service
View ProjectDocker-ELK-PostgreSQL
December 20, 2023 – January 12, 2024
PostgreSQL Database monitoring & indexing system with Docker ELK
View ProjectTCN-LSTM
September 22, 2023 – August 8, 2024
TCN-LSTM Motor Vibration Fault Diagnosis Model
View ProjectDeep-RL
August 9, 2023 – August 17, 2023
Deep Reinforcement Learning with Custom Environment
View Projectmonitoring_system
March 29, 2023 – October 4, 2023
AC Energy monitoring system based on FastAPI, PostgreSQL, MQTT
View ProjectAnomaly_Detection
March 21, 2023 – June 12, 2023
Deep learning models for Anomaly Detection / Fault Diagnosis
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration across various technical domains, from deep learning to embedded systems and web development. This indicates a curious and self-driven individual. However, the projects are predominantly personal, and there is only one current professional experience listed, which limits the assessment of collaborative work and alignment with a team-oriented culture. The breadth of technologies, while impressive, might suggest a generalist profile rather than a deep specialization in data science, which could impact cultural fit for a highly specialized role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a proactive approach to learning and applying diverse technologies.