.. Men Vuthy documentation master file, created by sphinx-quickstart on Thu Jan 20 23:52:19 2022. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. **GIS/Remote Sensing Documents** --------------------------------- .. image:: img/remote-sensing.png :width: 100% :align: center -------------------- .. .. image:: img/profile_picture.jpg .. :width: 30% .. :align: left .. Hello, my name is Vuthy! I am a Civil Engineer, specialized in river and geospatial engineering, with industry experiences in piped-water supply design, hydrological modeling, GIS, Web GIS, mapping, geo-data/satellite image analysis, programming, classification and big data. I am currently an Engineer in River Department at Nippon Koei Co., Ltd based in head quarter in Tokyo, Japan, where I work on different kinds of data sorting tasks, satellite-image analysis and Deep Learning models to do semantic segmentation on satellite images. Besides that, I sometimes offer an online course on `Geospatial Data Analysis with Python `__ to Cambodian graduated students and professionals. .. I graduated a master of Civil Engineering degree from The University of Tokyo in Japan in 2020. I recieved solid training in flood simulation and damage assessment, programming languages, machine learning and deep learning. I am proficient in QGIS/ArcGIS/ArcGIS Pro, geospatial data analysis, LaTeX, Python and Geo-Python, data retrieval and processing in Google Earth Engine, data classification and extraction, and data visualization. I am particularly interested in working with satellite image data and dealing with large dataset. On the other hand, I like to spend time learning something new and explore more knowledge from various sources, and then write it down to my personal portfolio. Recently, I am really interested in learning and improving my knowledge in Web GIS development and interactive mapping using Mapbox and Leaflet. .. admonition:: Contact Info - Email: men.vuthy@ymail.com - LinkedIn: `Men Vuthy `__ - GitHub: https://github.com/menvuthy -------------------- This website contains three main sections: Projects, Documentations, and Lessons. .. admonition:: Projects This section describes the technical solution to solve various topics including land cover classification, flood water surface extraction, forest cover, etc. .. admonition:: Documentations This section describes the programming technics in different applications including LiDAR, geo-python, Google Earth Engine, machine learning and deep learning. .. admonition:: Lessons This section provides full lessons to understand the basic concepts of programming and scientific data analysis using Python programming language. Contents ---------------- .. toctree:: :maxdepth: 2 :caption: Projects Content/Project/2020 Content/Project/2021 Content/Project/2022 .. toctree:: :maxdepth: 2 :caption: Documentations Content/Documentation/lidar Content/Documentation/geo-python Content/Documentation/google-earth-engine Content/Documentation/machine-learning Content/Documentation/deep-learning .. toctree:: :maxdepth: 2 :caption: Lessons Content/Lesson/geo-python-course Content/Lesson/deep-learning-pytorch