QGIS
Warrat Bussaba
Data Scientist
Bangkok
Summary
Seeking a Data Scientist role with 4+ years of experience in machine learning, specializing in deep learning for UAV and satellite image analysis. Proficient in developing advanced ML models for real-world applications like drought disaster identification and agricultural land classification. Experienced in team leadership and fostering innovation for timely project delivery.
Overview
8
8
years of professional experience
9
9
years of post-secondary education
Work History
Data Scientist
Thaicom public co. ltd
3 2022 - Current
- Developed a machine learning model for carbon dioxide absorption.
- Developed a deep learning model for proof of loss in drought disasters in rice paddling fields.
- Implemented a near-real-time drought monitor map based on satellite imagery.
- Conducted forest area segmentation using open data satellite imagery.
- Successfully segmented sugar cane areas based on open data satellite imagery.
- Designed data pipelines of ML models for deployment on platform.
- Led cross-functional teams as Scrum Master.
Drone Data Engineer
HG Robotic Co., Ltd.
12.2018 - 03.2022
- Developed a sugar cane areas semantic segmentation model based on UAV multispectral imagery with an IoU of 0.907
- Automated UAV photogrammetry processing using Python scripting.
- Automated stockpile volume measurement using aerial photogrammetry.
- Worked as a backend developer with a focus on web GIS.
Technical Engineer
Centrovision Co., Ltd.
12.2015 - 08.2018
- Conducted image processing for UAV photogrammetry
- Worked as a GIS analyst, conducting spatial analysis and generating maps.
Education
24 Credits in Computer Science - Computer Science
Chulalongkorn University
Bangkok, Thailand 01.2018 - 04.2021
Bachelor of Engineering in Survey Engineering - undefined
Chulalongkorn University
Bangkok, Thailand 01.2011 - 04.2016
Skills
Scikit-Learn
Data Frame
TensorFlow Keras
Deep Learning
Image Processing
Photogrammetry
GIS & Remote Sensing
AWS
Docker container
Git Version control
Thesis Topic
Segmentation crops using Deep learning CNN with Multispectral and Vegetation Index images.
Coursework
- Programming
- Artificial intelligence
- Machine learning
- Big data analytics
- Data science architecture
- Data Mining
- Topographic surveying
- GNSS surveying
- Remote sensing
- Photogrammetry
- Geographic information system (GIS)
Software
Agisoft Metashape
Pix4D
Timeline
Drone Data Engineer
HG Robotic Co., Ltd.
12.2018 - 03.2022
24 Credits in Computer Science - Computer Science
Chulalongkorn University
01.2018 - 04.2021
Technical Engineer
Centrovision Co., Ltd.
12.2015 - 08.2018
Bachelor of Engineering in Survey Engineering - undefined
Chulalongkorn University
01.2011 - 04.2016
Data Scientist
Thaicom public co. ltd
3 2022 - Current