Seungjin Baek has 9+ years of research and consulting experiences with the numerical modeling/scripting and large data analysis in the field of computational fluid mechanics and hydrology / statistics.
He is experienced in
- Computational fluid mechanics
- River, estuary restoration
- Hydrodynamic numerical modeling
- Water Quality modeling
- Stormwater design
- Machine learning, data mining
- Regression, Neural networks
- Random forest
- Clustering analysis
- Mathematics
- Statistics, Probability theory
He is expert in
- R
- MATLAB (+ statistical toolbox, MATLAB GUI)
- Python
- SQL
- ArcGIS
- FORTRAN
- Delft3D
- MIKE21, MIKE11, MIKE FLOOD
Senior Engineer @ - Data analysis
- Stormwater facility design
- Estuary restoration From September 2014 to Present (1 year 4 months) Senior Associate @ - cbec, inc
- Wetland restoration at Sacramento-San Joaquin Delta system.
- Water quality modeling, particle tracking modeling study
- flood protection study in California central valley
- Dissolved Organic Carbon modeling in North Bay Aqueduct (Barker Slough Watershed) From April 2012 to August 2014 (2 years 5 months) Engineer IV @ - Managed technical staffs and supervised 2D numerical modeling study in CA central valley
- FEMA Coastal X Zone Demographics Study
- Sewer flow data visualizing software development using MATLAB GUI From August 2010 to April 2012 (1 year 9 months) Senior Associate @ - cbec, inc
- Built entire Cache Slough system hydrodynamic 2D numerical model (MIKE21) From January 2009 to August 2010 (1 year 8 months) Associate Coastal Engineer @ - Wetland restoration
- South San Francisco Bay Salt Pond project
- Flood protection study in Sonoma County From May 2007 to February 2009 (1 year 10 months) Water Resources Engineer @ - Storm surge, swell and long wave modeling in San Francisco Bay.
- Flood hazard maps for the dam break scenarios in Hawaiian islands.
- Developed an automatic wave forecast system and visualization tool with MATLAB for the
Gulf of Mexico in collaboration with Louisiana State University (http://www.wavcis.lsu.edu/forecasts/forecasts.asp?modelspec=mike2) From September 2005 to May 2007 (1 year 9 months)
Ph.D. @ University of California, Berkeley From 2000 to 2005 M.S. @ University of California, Berkeley From 1999 to 2000 B.S. @ Yonsei University From 1991 to 1999 Seungjin PE is skilled in: Water Resources, Water, HEC-RAS, Civil Engineering, Modeling, Fortran, Hydrology, ArcGIS, Sediment Transport, Environmental Engineering, Stormwater Management, Matlab, Programming Languages, HEC-1, FLO-2D