Taichung City, Taiwan
GIS Geeks, love to manipulate data and transform it into information, then visualize it!
I have 8 years of experience in the GIS field, from remote sensing GIS analysis to AI forecasting analysis.
•Have eyes to observe problems and raise up process improvement.
•Quick learner and love to look for new methods to help with work.
•Detail oriented and quality-focused.
•Can work independently in a fast-paced environment.
•Cool and concentrate under pressure.
•Have good communication and presentation skills logically.
IBM SPSS Modeler
Construction and Disaster Prevention Research Center • 九月 2015 - Present
‧Provided data forecasting and strategy to clients/government for making a strategic decision on urban planning/environmental protection/preservation.
‧Acted as a business analyst to acquire clients' needs, initiated planning and utilized the cutting edge of methodologies in the field to improve the quality of the data analysis model.
‧Used Python programming skills to process data cleaning and build a machine learning model with clementine to reduce 80% time of the manual process.
‧Acted as a data scientist to lead the team to complete data model building with abundant knowledge of machine learning algorithms, to have an eye to capture abnormal numbers in the reports to assist the team in having well fit on the model training.
‧Acted as a project manager to lead several cross-functional teams for 4 big projects. Applied team-working skills to coordinate between the teams and clients, provided value-add suggestions/feedback when the obstacles faced to the team.
Project types include:
• Geospatial Data Analysis (GIS)
• Web/App Development
• AI Model Prediction
→ Environmental Pollution Exploration(RNN), Image Classification(BPP)
Master of Urban Planning and Spatial Information • 2013 - 2015
Bachelor of Urban Planning and Spatial Information • 2009 - 2013