Things I do
@Safran Tech

Since 2017. 04

Data scientist & SW engineer

- Analyzing data obtained from airplanes and helicopters (mostly from engines)

- Applying various statistical models and machine learning algorithms to improve performances and reduce costs

- Optimizing maintenance policies

Data
Analysis


-Data Preprocessing
- EDA (Exploratory Data Analysis)
- Data Visualization
- Outlier and anomaly detection
- Multi-variate time series analysis

Machine Learning


- Regression
- Classification
- Deep Neural Network
- Health indicator development

Maintenance
Policy


-Prognostics and Health Monitoring (PHM)
- Maintenance policy evaluations with
Discrete Event Simulation (DES)
- Maintenance scheduling optimization

@Samsung
Electronics

2014. 03 ~ 2017. 03 (3 years)


Senior Engineer

-User context data mining using smartphones and
Bluetooth Low Energy (BLE) beacons

- Application transparent video streaming acceleration

@POSTECH

2008. 03 ~ 2014. 02 (6 years)


Ph. D. and Master Student

- Linear Programming-based traffic optimization
in a large-scale data center network

- Fuzzy logic-based network resource
optimization and scheduling

- Ontology-based knowledge representation and inference

- Comprehensive information model and architecture for IoT context data management

Skills &
Expertise

4

International Patents

4

International Journals

16

International Conferences

21

Domestic Publications / Patents

Do you want to have a talk?

Click below link.
Talk to my chat-bot