A K M TANBIR Sazid

• Working on "Produktive Landschaften,Potenzialstudie zum Ressourcenverbrauch und Synergien zwischen Gewerbe und Landwirtschaft anhand des IBA-27 'Projektes AGRICULTURE meets MANUFACTURING', Fellbach" project
• Achieved successful project management by effectively coordinating team efforts and ensuring timely completion of tasks of the IBA-27 project.
• Conducted comprehensive spatial analyses, utilizing advanced techniques to extract valuable insights from geographic data for Landuse pattern and rainwater Balance assessment.
• Implemented efficient geodata management strategies, maintaining accurate and up-to-date databases.
• Orchestrated the organization and maintenance of geospatial information, ensuring accessibility and usability across the organization.
• Performed statistical, qualitative, and quantitative analysis.
• Recorded and analyzed data to produce reports of results.

• Engaged in the testing of multiple tools for data preparation, contributing to the identification of optimal solutions for efficient data processing.
• Executed thorough point cloud analyses, deriving valuable insights and informing decision-making through meticulous examination of spatial data
• Proficiently performed point cloud editing and analysis within a software tool, enhancing data accuracy and facilitating informed project decisions
• Data Preparation for the BIM Project
• Detected Point Cloud-based software bugs and generated preliminary reports, contributing to the improvement of the tool functionality and enhancing user experience.
• Conducted research to test and analyze feasibility, design, operation and performance of equipment, components, and systems.
• Wrote, reviewed and edited technical document in accordance with template requirements.

• Accomplished the categorization of damage through size and shape analysis, contributing to the development of efficient assessment methods.
• Skillfully performed the labeling of construction elements and damages, enhancing data organization and facilitating accurate project documentation.
• Expertly conducted point cloud processing, utilizing advanced techniques to extract meaningful information and support data-driven decision-making.

• Proficiently engaged in the processing of geospatial and satellite data, resulting in the creation of accurate digital maps to support various projects.
• Skillfully developed master plans by utilizing GI&, satellite imagery, and survey datasets, ensuring comprehensive and well-informed urban planning decisions.
• Conducted surveys in rural areas to facilitate the preparation of development plans, contributing to informed decision-making and sustainable growth.
• Software used( ArcGIS, QGIS, Erdas Imagine, AutoCAD)

• Actively participated in the preparation of Detailed Area Plans (DAP), contributing to the development of comprehensive urban planning documents.
• Expertly conducted mapping activities based on orthophotos, resulting in accurate and informative visual representations of geographic areas.
• Software used( ArcGIS, Erdas Imagine).

Thesis Topic: ( Detecting Growth of Urban Settlement from Satellite Data and its Impact on Groundwater Level Using Different Machine Learning Approaches)Tasks:

• Compare the performance of conventional machine learning approaches (Random Forest, SVM, KNN for image classification.
• Develop a high-performance Deep Neural NetMork model using multiple testing and customizing the parameters of the model, scripting in Python.
• Analyze the LULC change of Dhaka City from 2000 to 2020 using DNN based image classification.

Thesis Topic: An Objective Measurement of Walkability within the Built Environment of ; Khulna City( A GI& based Approach)