Md Khadem Ali
GIS & Remote Sensing | Geospatial Analyst (Python, R, ML) | Research Enthusiast | Bibliophile & Storyteller | Social Impact & Volunteering
About Me
I am Md Khadem Ali, currently an undergraduate student of B.Sc (Honours) in Geography & Environment at Shahid M. Mansur Ali College, Pabna, affiliated with the National University of Bangladesh. I strongly believe that "sincerely learning, properly practicing, and honestly applying" are the three pillars that shape a person into a competent and purposeful contributor. I am convinced that the true value of work lies not only in its outcomes but also in the purity of intention behind it.
I was born and raised in Natore, northern Bangladesh, a district rich in heritage, fertile agricultural lands, and abundant wetlands. Growing up amidst this natural beauty fostered my early curiosity and appreciation for the Earth’s complexity. My educational journey began at Garfa Govt. Primary School and continued at D.K High School for my secondary education. After completing secondary school, I moved to Natore town for my higher secondary studies at St. Joseph's School and College, where being a Josephite instilled in me discipline, ethical values, and a strong sense of purpose. Currently, I am based in Pabna, pursuing my undergraduate degree in Geography & Environment, driven by a passion for sustainable development and understanding human-environment interactions.
I have developed a strong interest in Geographic Information Systems (GIS), Remote Sensing (RS), and other geospatial technologies to tackle environmental challenges. My academic and field experiences have sharpened my skills in spatial data analysis, remote sensing, and satellite imagery interpretation. I also work with Machine Learning and Geospatial Data Science, using programming languages such as Python, R, and SQL to analyze data and develop predictive models. Tools like ArcGIS, QGIS, and Google Earth Engine (GEE) enable me to turn scientific insights into practical, sustainable solutions.
Beyond academics, I am fluent in English, Urdu, and Bengali, and I see effective communication as key to fostering global collaboration for environmental sustainability. I am also actively involved in voluntary social work, driven by a commitment to creating a greener, healthier, and more compassionate world for present and future generations.
Education
National University of Bangladesh
Affiliated Institute: Shahid M. Mansur Ali College
B.Sc (Honours) in Geography & Environment • Session: 2022–2023
Relevant Coursework: GIS & Remote Sensing, Cartography, Environmental Geography, Geospatial Data Analysis, Python for Geographers
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St. Josephs School & College
Higher Secondary Certificate (HSC) • Session: 2020–2021
Relevant Coursework: Josephite Science Club, English Literature & Spoking Club, SJSC-05 Programming Club, Debating Society
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Diargarfa Khairash (D.K) High School
Secondary School Certificate (SSC) • Session: 2019–2020
Relevant Coursework: Taranga Science Club, Regional Science Fair, Olympiad
Visit WebsiteSelf-Study Online Courses Completed on Own Interest (2023–2025) Show Certificates
The ArcGIS Imagery MOOC: Foundations and Frontiers (2025)
- I have completed The ArcGIS Imagery MOOC Course over a period of 6 weeks, from October 22, 2025, to December 3, 2025. Through this course, I gained fundamental knowledge in imagery and remote sensing, including spatial data visualization in 2D and 3D, AI-powered analysis, deep learning for imagery data, and integration and management of imagery datasets using ArcGIS Pro, ArcGIS Online, and ArcGIS API for Python.
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Finished: December 3, 2025
Esri
Spatial Data Science: The New Frontier in Analytics (2025)
- I have completed the Spatial Data Science MOOC Course over a period of 6 weeks, from September 17, 2025, to October 30, 2025. Through this course, I gained fundamental knowledge in spatial data science, including spatial analysis, predictive modeling, machine learning for geospatial data, and integration of spatial datasets using ArcGIS Pro, ArcGIS API for Python, and GeoPandas.
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Finished: October 30, 2025
Esri
Esri Cartography MOOC Course (2025)
- I have completed the Esri Cartography MOOC Course over a period of 6 weeks, from August 27, 2025, to October 1, 2025. Through this course, I gained fundamental knowledge of modern map design and cartography using ArcGIS Pro.
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Finished: October 1, 2025
Esri
Esri Free Web Courses
- I have successfully completed a total of 13 self-paced courses from Esri's Free Web Courses platform, gaining foundational to intermediate knowledge in ArcGIS and modern web-based GIS tools and workflows.
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Finished: April 27, 2025
Esri
Free Certification Course in 6 Days (Esri)
- I have completed Esri's "Free Certification Course in 6 Days," where I gained essential skills in ArcGIS Pro and ArcGIS Online, along with focused preparation for certification within a six-day timeline.
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Finished: April 15, 2025
Esri
Advanced Diploma in Geographic Information Systems
- I have successfully completed the Advanced Diploma in Geographic Information Systems from Alison, gaining in-depth knowledge of advanced GIS techniques, spatial analysis, and real-world applications.
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Finished: March 13, 2025
Alison
Machine Learning Fundamentals
- I have successfully completed the Machine Learning Fundamentals track on DataCamp, which consisted of 4 courses, covering essential concepts and techniques in supervised and unsupervised learning, model evaluation, and algorithm implementation.
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Finished: April 14, 2025
DataCamp
Associate Data Scientist
- I have completed the Associate Data Scientist track on DataCamp, successfully finishing a total of 23 courses that deepened my expertise in data science, machine learning, and related tools.
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Finished: May 24, 2025
DataCamp
Professional
Learning Point Coaching Center
Geography & Environment Instructor | Graphic Designer
27 January 2025 - 01 September 2025 | Part-Time
- Worked as an Instructor of Geography and Environmental Science at Learning Point Coaching Center, teaching students of Class Nine and Ten.
- Served as a Graphic Designer for educational content creation, strengthening creative and technical expertise.
- Built professional experience aligned with academic background and developed strong collaborative relationships with colleagues.
Polash Cadet School, Pabna
Assistant Teacher
14 May 2024 - 31 May 2025 | Part-Time
- Teaching students of Class Three, Four, and Five, currently serving as a dedicated Class Five teacher.
- Specialize in General Mathematics, General Science, and Bengali, creating an inclusive and engaging classroom environment.
- Strengthened interpersonal skills and ability to build meaningful relationships with students and colleagues.
Teaching Experience
Geography & Environment Instructor
Learning Point Coaching Center
January 27, 2025 - September 01, 2025
- Taught Geography and Environment to Class 9-10 students, maintaining effective communication to ensure lessons were easy to understand.
- Utilized my academic background in the same subjects to explain topics clearly and help students achieve strong academic results.
Assistant Teacher
Polash Cadet School
May 14, 2024 – May 31, 2025
- Worked closely with students of Class 3, 4 and 5, primarily responsible for Class 5.
- Focused on General Mathematics, General Science, and Bengali, creating a supportive and engaging learning environment.
Tutor Experience
Private Tutoring (2021 – Present)
- Helped over 25+ students increase reading proficiency through personalized coaching.
- Received consistent positive feedback from parents for significant academic improvements.
Teaching Summary
I have diverse teaching experience across schools, coaching centers, and private tutoring. I have taught Geography and Environment to Class 9 and 10 students at Learning Point Coaching Center, using clear communication and leveraging my academic background to help students understand concepts effectively and achieve strong results. Previously, I worked as an Assistant Teacher at Polash Cadet School, supporting students from Classes 3 to 5 in General Mathematics, General Science, and Bengali while fostering a positive and engaging learning environment. In addition to institutional teaching, I have been providing personalized tutoring since 2021, helping over 25+ students improve their reading proficiency and consistently receiving positive feedback from parents on their academic progress.
Skills
GIS & Remote Sensing
ArcGIS Pro, ArcMap, QGIS, Google Earth Engine, Google Earth Pro
Programming & Scripting
Python, R, JavaScript (for GEE), MATLAB, Jupyter Notebook
GeoAI & Machine Learning
Scikit-Learn, TensorFlow, Keras, PyTorch, XGBoost, LightGBM, OpenCV, Generative AI Tools (e.g., ChatGPT)
Data Analysis & Visualization
Excel, SPSS, Power BI, SQL, Pandas, NumPy, Matplotlib, Seaborn
Geospatial Data Science
GeoPandas, Rasterio, Shapely, Fiona, GDAL, PyProj, rasterstats, OWSLib, Folium, Cartopy, Mapbox, Leaflet, PyQGIS, ArcPy, sf, raster, tmap, GEE, Leaflet.js, Mapbox GL JS, PostGIS, Spatialite, GDAL/OGR, PROJ, OpenStreetMap
Academic Writing & Presentation
LaTeX, Word, PowerPoint, Canva, Zotero, Mendeley, Notion
Certifications
I have successfully completed 50+ verified and authentic certifications from recognized institutions across diverse fields, including GIS & Remote Sensing, Machine Learning, Data Science, Social Impact, and Volunteering. Each certification is globally recognized and credible, reflecting my continuous learning journey and skill development.
Introduction to Data Visualization with Matplotlib
Issued by DataCamp • April 01, 2025
Show CredentialIntroduction to Regression with statsmodels in Python
Issued by DataCamp • May 19, 2025
Show Credential
International Mangrove Day - 2025
Issued by IITM EIACP • July 26, 2025
World Nature Conservation Day - 2025
Issued by V.S.B. Engineering College • July 28, 2025
Population Quizathon - 2024
Issued by Bhopal School of Social Sciences • July 11, 2024
Basics of Computer Science
Issued by Sahrdaya College of Engineering & Technology • May 01, 2021
Child Internet Safe
Issued by ICT Division, Bangladesh • June 29, 2020
Advanced Diploma in Geographic Information Systems
Issued by Alison • March 13, 2025
International Women's Summit - 2023
Issued by Safe Women of Bangladesh • March 08, 2023
Projects
LULC, NDWI & Water Bodies of Natore District
Project ID: SP-7/24
The map titled "LULC, NDWI & Water Bodies of Natore District" was prepared by me, Md Khadem Ali, as part of the project "Space Based Observation of Wetlands of Bangladesh: Wetland Inventory, Assessment and Monitoring", implemented under the SERC (Space and Environment Research Center) Wetland Conservation Program. This map presents spatial analysis of Land Use Land Cover (LULC), Normalized Difference Water Index (NDWI), and extracted water bodies of Natore District, based on satellite imagery acquired on 27 March 2025. The analysis was performed using Landsat-8 data and spatial processing was conducted using the WGS 1984 coordinate system. All data processing, analysis, and map preparation were done using ArcGIS Pro. This project was supervised by Mithun Kumar, Scientific Officer & Head, Aeronautics & Space Applications Division, Space and Environment Research Center (SERC), Bangladesh.
View on LinkedInStudy Area Map of Natore District
In this project, I used ArcGIS to develop a clear and informative study area map of Natore District, Bangladesh. The map outlines the district boundaries and includes an inset map to show Natore’s location within the country. I incorporated key cartographic elements such as legend, scale bar, and north arrow for better readability. Through this work, I enhanced my skills in GIS data handling, spatial visualization, and map layout design, building a strong base for future thematic and geographic analysis.
Flood Risk Mapping
This project generates a Flood Risk Map for Natore District, Bangladesh using Google Earth Engine (GEE). It integrates Sentinel-1 SAR data, SRTM elevation, and Sentinel-2 NDVI to assess flood vulnerability. Risk zones are calculated by combining water presence, low elevation, and vegetation cover into a weighted index. The final map displays flood risk levels with green (low), yellow (medium), and red (high) zones for easy interpretation. This tool supports disaster preparedness and localized flood risk assessment.
View on GitHubUrbanization and Infrastructure Analysis
This project analyzes urbanization trends and infrastructure patterns in Natore District, Bangladesh, using satellite-based geospatial data. By integrating population density (CIESIN), land cover (MODIS), and administrative boundaries (FAO GAUL), it highlights urban growth and densely populated areas. The study supports urban planning by identifying zones requiring infrastructure development. Visual outputs include color-coded maps for population and urban areas, aiding in clear, data-driven decision-making.
View on GitHubNatore Zilla NDVI Analysis
This project analyzes vegetation health in Natore Zilla, Bangladesh using NDVI derived from Sentinel-2 imagery via Google Earth Engine. It provides full regional coverage with a custom color-coded NDVI map, highlighting variations in plant density and health. The workflow is scalable and offers exportable statistical outputs for further research. This analysis supports informed decision-making in agriculture and environmental sustainability.
View on GitHubKhulna-Sundarbans NDVI Analysis
This project analyzes the vegetation health of the Khulna-Sundarbans region using NDVI derived from Landsat 8 satellite imagery via Google Earth Engine. Focusing on the year 2022, it highlights vegetation density, forest coverage, and areas under environmental stress. The NDVI values are visualized with a custom color palette to distinguish healthy forests from degraded or barren areas. This analysis supports ecological monitoring and conservation planning in the Sundarbans.
View on GitHubGeoKhadem: A Lightweight Python Library for GIS & Remote Sensing
This is a private project. Code not publicly available.
GeoKhadem is a Python library developed by me to support basic GIS and Remote Sensing tasks such as NDVI/NDWI computation, raster analysis, and spatial data handling. It was designed as a personal challenge to build a reusable, modular geospatial toolkit for educational and research purposes. The project enhanced my understanding of package structure, documentation writing, and Python-based geospatial processing.
Download Overview (PDF)Developed by Md Khadem Ali
GeoLocation Analyzer (Chrome Extension)
I have developed a Chrome Extension that detects geographic location data such as place names and coordinates from any webpage, allowing users to instantly visualize them on an interactive map. The extension features right-click context menu integration, regex-based coordinate detection, and map visualization using Leaflet.js. This tool helps researchers, journalists, and GIS professionals quickly extract and analyze spatial data directly from web content.
View on GitHubDeveloped by Md Khadem Ali
Achievements
5th Josephite Award
Organized by St. Joseph's School & College
Awarded: April, 2024
In 2024, St. Joseph's School and College organized a reunion program for our fifth batch, where the Josephite Award was presented by Fr. Pius Gomes.
First Place – Junior Category, Science Olympiad
Organized by Taranga Science Club
Awarded: February, 2018
Won 1st Place in the 2018 Science Olympiad organized by Taranga Science Club, with the award presented by Engineer Md Rokibul Islam.
First Place – Project Showcase
Organized by Taranga Science Club
Awarded: February, 2018
Secured First Place in the 2018 Project Exhibition hosted by Taranga Science Club.
Activities
Taranga Science Club
Taranga Science Club
Jan 2015 – Present
Finance Secretary (Treasurer)
07 September, 2025 – Present
- Managing the club’s finances, budgeting, and fund allocation
- Maintaining transparent financial records and reports
- Overseeing fundraising initiatives and donation management
- Coordinating with other committee members for financial planning
Magazine Sub-Editor, IT & Project
Jan 2019 – 07 September, 2025
- Editing and writing science articles for club publications
- Managing IT-related tasks and leading small tech projects
- Contributing to event planning and youth leadership
Member
Jan 2015 – Dec 2018
- Regular participation in club activities and events
- Team collaboration and volunteer contributions
Space & Environment Research Center
Space & Environment Research Center
04 June, 2025 – Present
Program Executive
26 Jun, 2025 – Present
- Project Team Lead
- Executed NDWI and LULC mapping for Natore
- Led urban–rural GIS classification project
Volunteer (SERC-V20250602)
04 Jun, 2025 – 25 June, 2025
- Volunteering
- GIS & Remote Sensing
Durbin
Durbin
Volunteer
Apr 2024 – Present | Pabna
Experience:
- Volunteering in science education programs
- Participation in astronomy awareness campaigns
Safe Woman of Bangladesh
Safe Woman of Bangladesh
Youth Delegate
May 2023 – May 2024 | Natore
Experience:
- International Relations
- Public Speaking
Tachyon
Tachyon
Content Writer & Proofreader
Jun 2024 – Present
Experience:
- Writing Skills
- MS Word
- Proofreading
- Presentation Practice
Bangladesh Wildlife Olympiad
Bangladesh Wildlife Olympiad
Volunteer
Oct 22, 2024 – May 03, 2025 | Dhaka
Experience:
- Forest Ecology
- Sustainable Forest Management
- Urban Forestry
Boibihongo
Research
Research Areas
- Land Use and Land Cover (LULC) Change Detection using Remote Sensing
- Climate Change Impact Assessment through Geospatial Analysis
- Wetland Monitoring and Conservation Strategies using NDWI and NDVI
- Climate Resilience Mapping of Vulnerable Regions using GIS
- Supervised and Unsupervised Classification Techniques in Sentinel Imagery
Publications
Research work is currently in progress. No publications are available yet.
Field Reports
Wetland and Urban-Rural Interface
Location: Singa Area, Pabna District
Date: November 07–15, 2024
Supervised by: Professor Dr. Md Al-Amin
Team Members: Md Khadem Ali, Ronjita Khatun, Mehedi Hasan, Zahid Hossen, Anonna Haldar
Conducted during undergraduate studies at Shahid M. Monsur Ali College
Padma River Morphology
Location: Padma River, Pabna District
Date: July 11–18, 2025
Supervised by: Professor Dr. Md Al-Amin
Team Members: Md Khadem Ali, Ronjita Khatun, Mehedi Hasan, Zahid Hossen, Anonna Haldar
Conducted during undergraduate studies at Shahid M. Monsur Ali College
Recommendation
Dr. Md Al-Amin
Head of the Department and Lecturer in Geography & Environment, Shahid M. Mansur Ali College
"Md Khadem Ali is an academically gifted and intellectually curious student with a strong passion for Geographic Information Systems (GIS) and geospatial research. Over the course of his academic journey, he has worked on several innovative and well-executed projects that clearly reflect his technical proficiency and analytical thinking. He is consistently motivated to learn, explore new methodologies, and prepare himself rigorously for research. His discipline, commitment, and eagerness for growth are truly commendable. As his teacher, I hold him in very high regard. His honesty, enthusiasm, and potential have left a lasting impression on me. I firmly believe that Khadem is destined to achieve remarkable success in the field of research and academia."
Md Rokibul Islam
PhD Researcher, University of South Carolina, USA
"I have known Md Khadem Ali for more than a decade. Due to close proximity for a very long time, years of experience of working together on social activities related to popular science and long sessions of discussions on philosophical, literary and technical topics, I can testify about his indomitable desire to learn technical and non-technical things. Perhaps he is the best self-driven learner I have ever met. I have some intersection with his technical expertise too in the area of programming, AI, and Machine Learning. He crossed many walls on his path to this position, being the first graduate (would be) in his paternal line of ancestry, and he proved great resilience in overcoming those. I strongly believe that he is a person with a researcher mindset with outstanding ability to focus, high readiness to learn anything needed and determination to produce intended results. I recommend him highly for any research position he desires to achieve."
Md Haider Ali
Assistant Teacher, Diargarfa Khairash (D.K) High School
"I have known Md Khadem Ali since 2014 when he was a student in Class Six at our school. I had the opportunity to teach him from Class Six through Class Ten, during which time I developed a strong appreciation for his character and dedication. Khadem has always been a humble, responsible, and attentive student. His keen interest in reading, especially in philosophy and deep thinking, has continually impressed me. He has been actively involved in various student organizations and has demonstrated excellent skills in science fairs, quizzes, and Olympiads. Although he is now a former student, I still maintain a good relationship with him and take pride in having taught such a promising individual. I firmly believe Khadem will achieve great success in the future."
Nahid Amin
Software Engineer, ICEL Technology and Entertainment
"I highly recommend Md Khadem Ali for his work in Geographic Information Systems and remote sensing. He studies how the earth and climate are changing using satellite data and modern tools. His research helps us understand the environment and plan for a better future."
Md Torikul Islam
Web Developer, Fiverr
"Khadem exemplifies a rare blend of reliability, intelligence, and creativity, qualities that set him apart in any team or project."
Shakib Prodhan
Mechanical Engineer, Khulna University of Engineering & Technology
"Khadem is consistently dependable and unfailingly professional in every task he undertakes."
Md Alhaz Mia
Ex Assistant Teacher, Polash Cadet School
"Md Khadem Ali sir is a true genius. Working with him has been a great learning experience for me. Alongside his academic excellence, he is skilled in various fields. He possesses a creative mindset and original thinking. I truly believe he will be able to prove his abilities in any institution he becomes a part of."
Contact
I’m based in
Natore, a district in northern Bangladesh known for its rich
heritage, vibrant culture, and scenic landscapes. From expansive
wetlands to dynamic agricultural terrains, the region provides a
fertile ground for
geospatial research,
remote sensing, and
environmental analysis. Whether
it’s spatial storytelling or satellite data interpretation, I’m
always excited to collaborate on impactful GIS-driven projects.
Feel free to reach out, let’s turn ideas into insight.