
Md Khadem Ali
GIS & Remote Sensing | Geospatial Data Science (Python, R, ML) | Research Enthusiast | Bibliophile & Storyteller | Social Impact & Volunteering
About Me
I am Md Khadem Ali, a student of B.Sc (Honours) in Geography & Environment at the National University of Bangladesh. I believe that "sincerely learning, properly practicing, and honestly applying" can make me perfect for every possible work. The outcome of my work, I believe, is shaped by the intention behind it.
I was born and raised in the quiet, pastoral surroundings of Natore, a northwestern district under the Rajshahi Division of Bangladesh. After finishing my secondary education in my village, I moved to Natore town for my higher secondary education. Currently, I am pursuing my undergraduate degree at a college in Pabna affiliated with the National University.
As a passionate student of environmental science, I hold a strong interest in leveraging Geographic Information Systems (GIS) and geospatial technologies to tackle complex environmental issues. My expertise lies in spatial analysis, satellite imagery interpretation, and the application of geospatial tools.
Additionally, I am skilled in Machine Learning and Geospatial Data Science, using programming languages like Python and R. I have hands-on experience with tools such as ArcGIS, QGIS, and Google Earth Engine (GEE), which helps me connect scientific insights with spatial understanding to seek sustainable solutions.
I am fluent in more than three languages, including English, Urdu, and Bengali (native). Outside academics, I actively participate in voluntary social work and remain deeply enthusiastic about contributing to a greener, kinder, and healthier world.
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
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.
- Finished in: April 27, 2025
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.
- Finished in: April 15, 2025
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.
- Finished in: March 13, 2025
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.
- Finished in: April 14, 2025
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.
- Finished in: May 24, 2025
Professional
Learning Point Coaching Center
Geography & Environment Instructor | Graphics Designer
01 January 2025 - Present | Part-Time
- I work as an instructor for Geography and Environmental Science at Learning Point Coaching Center, teaching students of Class Nine and Ten.
- Alongside, I contribute as a graphic designer for educational content, enhancing my creative and technical skills.
- My academic background aligns with my teaching subject, and I maintain strong professional relationships with colleagues.
Polash Cadet School, Pabna
Assistant Teacher
14 May 2024 - 31 May 2025 | Part-Time
- I teach students of Class Three, Four, and Five, currently serving as a dedicated Class Five teacher.
- I specialize in General Mathematics, General Science, and Bengali, creating an inclusive and engaging classroom environment.
- My experience has strengthened my interpersonal skills and ability to build meaningful relationships with both students and colleagues.
Teaching Experience
Geography & Environment Instructor
Learning Point Coaching Center
Jan 01, 2025 – Present
- I teach Geography and Environment to Class 9-10 students, keeping good communication to make the lessons easy to understand.
- Since my academic background is in the same subjects, I can explain the topics better and help students achieve good 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 20+ students increase reading proficiency through personalized coaching.
- Received consistent positive feedback from parents for significant academic improvements.
Teaching Summary
I have diverse teaching experience spanning school, coaching center, and private tutoring. At Learning Point Coaching Center, I currently teach Geography and Environment to Class 9 and 10 students, using clear communication and leveraging my academic background to help students grasp concepts effectively and achieve strong results. Previously, I worked as an Assistant Teacher at Polash Cadet School, supporting students from Classes 3 to 5, focusing on General Mathematics, General Science, and Bengali while fostering a positive and engaging learning environment. Alongside institutional teaching, I have been providing personalized tutoring since 2021, helping over 20+ students improve their reading proficiency and consistently receiving positive feedback from parents on their academic progress.
Skills
GIS & Remote Sensing
QGIS, ArcGIS, Google Earth Engine, Google Earth Pro, ENVI
Programming & Technical Computing
Python, R, MATLAB, JavaScript (for GEE)
Machine Learning & AI
Scikit-Learn, TensorFlow, XGBoost, ChatGPT Advanced
Data Analysis & Visualization
MS Excel, Origin, IBM Cognos, SQL, Python (Pandas, GeoPandas, Matplotlib, Shapely, Rasterio)
Academic Writing & Presentation
LaTeX, MS Word, PowerPoint, Adobe Illustrator
Certifications
I have successfully completed over 50 certifications across diverse domains, including GIS and Remote Sensing, ML, Data Science, Social Impact and Volunteering.
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
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 & Water Body Mapping

This project was developed as part of a recruitment evaluation for the position of Program Executive under the Wetland Conservation Program, supervised by SERC Bangladesh. It aimed to demonstrate technical proficiency in remote sensing through NDWI-based water body mapping and supervised LULC classification using Sentinel-2 imagery (April–May 2025). The work involved geospatial preprocessing, polygon digitization for five major land cover classes, and raster analysis in both ArcMap 10.8 and QGIS 3.42.3. Although the final classified raster could not be produced due to a technical issue, the complete workflow including NDWI calculation, water body extraction, and training data preparation was successfully completed.
View on Google DriveFlood 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 GitHubAchievements

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.

5th Josephite Award
Organized by Joseph's School and 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.
Activities
Taranga Science Club








Taranga Science Club
Jan 2015 – Present
Magazine Sub-Editor, IT & Project
Jan 2019 – Present
- 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 Interest

Analyzing Land Use and Land Cover (LULC) Changes under the Impact of Climate Change using Remote Sensing
I'm interested in understanding how climate change affects land use and land cover patterns over time. By using satellite imagery and climate data together, I want to explore environmental shifts and how they reflect broader climate impacts.

GIS-Based Spatial Assessment of Climate Resilience in Vulnerable Regions
I believe GIS is a powerful tool to assess which areas are more resilient or vulnerable to climate change. I'm eager to use spatial analysis techniques combining social and environmental data to identify risk zones and support better planning and adaptation strategies.
Philosophy
Philosophical Insights on Work Ethics, Scientific Inquiry, Mathematical Logic, and Metaphysical Thought
My Life and the Philosophy of Ikigai
By Md Khadem Ali
Published: June 2025
To me, life is not just a passage of time, it is a continuous search for meaning, purpose, and fulfillment. I believe that within every individual lies a spark, something that wakes us up each morning, something that gives our days depth. Through that belief, I discovered Ikigai, the Japanese philosophy that means "a reason for being."
My Ikigai is built upon four core pillars:
- 1. What I love
- 2. What I am good at
- 3. What the world needs
- 4. What I can be paid for
In the intersection of these four lies my true self. I aim to align my passion, skills, and sense of responsibility with actions that bring value not just to me, but to others as well. I don't seek perfection, but I strive for purpose. For me, meaningful work is the bridge between who I am and what I leave behind.

Circle of Ikigai
The journey is not always easy. There are moments of doubt and exhaustion. But my philosophy reminds me: "In responsibility lies freedom; in work lies peace." Every day, I ask myself a simple question: Did I do something today that brought me closer to my most authentic self?
At the heart of everything I do is this core belief: Know yourself. Understand others. Do something that lives on beyond you.
Social Emotional Intelligence: The Heart of Meaningful Connection
By Md Khadem Ali
Published: May 2024
Social Emotional Intelligence (SEI) is more than just understanding emotions, it is the ability to perceive, manage, and harness both our own feelings and those of others to build deeper, more meaningful relationships. To me, SEI forms the foundation of authentic human connection and effective communication.
In life, technical skills and knowledge are important, but without emotional awareness and empathy, true collaboration and trust remain elusive. SEI teaches me to listen beyond words, to sense the unspoken, and to respond with kindness and clarity. It allows me to navigate conflicts with patience, to inspire others through genuine understanding, and to remain grounded even in challenging situations.

Social Emotional Intelligence
Through SEI, I learn that emotions are not obstacles but powerful signals guiding our choices and actions. Being emotionally intelligent means embracing vulnerability and resilience simultaneously, acknowledging my own feelings honestly while honoring the feelings of those around me.
In a world increasingly driven by technology and speed, SEI reminds me to slow down, to connect deeply, and to lead with compassion. It is the skill that transforms relationships, fosters teamwork, and nurtures personal growth.
Ultimately, my belief is this: True intelligence shines brightest when it is coupled with empathy, self-awareness, and the courage to connect heart to heart.
IoT and Geospatial Intelligence
By Md Khadem Ali
Published: June 2025
To me, technology is not merely a set of tools, it is a philosophy, a way of understanding the world through patterns, relationships, and silent conversations between things. Among the most thought-provoking aspects of this digital age are the Internet of Things (IoT) and Geospatial Intelligence (GEOINT), two powerful paradigms that have reshaped how I perceive reality, presence, and interconnectedness.
IoT teaches me that everything is connected. Every sensor, every device, every silent data point is engaged in an ongoing dialogue. It's as though a living web surrounds us where the physical and digital worlds don't just touch, they communicate. And that communication, though often invisible, reflects something deeply philosophical: that meaning emerges not only from being, but from interaction. Listening becomes more than hearing, it becomes understanding.
On the other hand, Geospatial Intelligence teaches me that we do not exist in isolation, but in context. Our actions, our impacts, and our identities are shaped by where we are and how we move through space.

IoT meets GEOINT
GEOINT breathes life into maps; it doesn't just show us location, it reveals patterns of life, of change, of consequence. It's not just about where we are, but why we are there, and how space itself becomes a silent participant in human decisions.
When I bring these two ideas together, I arrive at a deeper realization: The world is a living, logical, spatial structure where every object, every person, every action is part of a vast symphony of signals, coordinates, and connections.
I believe the thinkers of tomorrow won't just be coders they will be philosophical engineers. They won't just write code, they'll seek meaning. They won't just analyze data, they'll interpret experience.
In this harmony of devices and geography, of logic and presence, we begin to see a new kind of intelligence one rooted in empathy, context, and interconnected being.
Professionalism: A Commitment Beyond Skill
By Md Khadem Ali
Published: June 2025
Professionalism, to me, is far more than dress codes, formal emails, or polished resumes. It is an attitude, a deep-seated commitment to integrity, responsibility, and continuous growth. It is the silent language through which we earn trust, demonstrate respect, and leave a lasting impression.
At its core, professionalism begins with respect, for time, for people, and for purpose. It means honoring commitments, showing up prepared, and maintaining dignity even under pressure. It's about doing the right thing not just when someone is watching, but especially when they are not.
Professionalism is also the bridge between competence and character. Having skill is important, but the ability to communicate clearly, listen actively, adapt humbly, and handle challenges ethically, these are the traits that truly define a professional. It means placing quality over shortcuts, patience over impulse, and values over vanity.

Professionalism in Action
In today's fast-paced and often impersonal world, true professionalism stands out not because it's rigid or emotionless, but because it is grounded in empathy, clarity, and consistency. It allows collaboration to flourish, conflict to be resolved respectfully, and progress to be made sustainably.
Ultimately, professionalism is not something you put on, it is something you become. It is a daily practice of showing up as your best self with discipline in action, honesty in words, and humility in learning.
Where Thought Meets Math
By Md Khadem Ali
Published: April 2025
For me, philosophy, logic, and mathematics are not just academic subjects; they form a unified framework through which I understand and engage with the world. Each shapes my perception of reality and guides my approach to life's challenges.
Philosophy encourages me to question existence, knowledge, and meaning, fostering curiosity and appreciation for life's complexities. It pushes me to look beyond the obvious and explore deeper truths. Logic provides the structure to analyze ideas clearly and reach sound conclusions, demanding precision and consistency in thought. Mathematics, as the purest form of logic, reveals universal patterns and teaches me that beauty lies in order and clarity, connecting abstract ideas to tangible reality.
This fusion influences not only how I think but also how I live: embracing discipline, open-mindedness, and the courage to seek clarity amid uncertainty. I view every challenge as a chance to apply these principles, breaking down complexity and building truth-based solutions that resonate beyond the immediate moment.

Philosophy, Logic, and Mathematics
They have taught me to embrace uncertainty without fear and to seek solutions even in the most complicated situations.
This fusion influences not only how I think but also how I live: embracing discipline, open-mindedness, and the courage to seek clarity amid uncertainty. I view every challenge as a chance to apply these principles, breaking down complexity and building truth-based solutions that resonate beyond the immediate moment.
In essence, my philosophy is: To live thoughtfully, guided by reason, enriched by inquiry, and inspired by the elegant order mathematics reveals within life's apparent chaos. It is this mindset that continuously motivates me to grow intellectually and live meaningfully.
Philosophy of Teaching and Human Connection
By Md Khadem Ali
Published: June 2025
Teaching, to me, is a human connection before it is a profession. It is not about transferring facts; it is about transforming minds. I see the classroom not as a space for instruction alone, but as a space for inspiration, exploration, and mutual growth.
I believe every student carries a unique light within, my role is not to impose knowledge, but to help uncover that inner spark. I strive to create an environment where curiosity is encouraged, mistakes are embraced as part of learning, and critical thinking is nurtured over rote memorization.
My teaching is guided by empathy, patience, and purpose. I try to meet learners where they are, not just in terms of knowledge, but in their emotions, struggles, and individual rhythms. I want my students not only to understand the "what" and "how," but to deeply question the "why."

Teaching: A Journey of Shared Discovery
I see education as a two-way path: while I teach, I also learn, from perspectives, from questions, from silence. In this shared journey, mutual respect becomes the foundation, and learning becomes a living experience rather than a mechanical task.
My teaching philosophy is simple yet sincere: To educate is to empower, to listen is to lead, and to teach is to touch lives, not just minds. I aim to inspire not only better students, but better humans, thoughtful, compassionate, and aware of their place in the world.
Recommendation

Dr. Md Al-Amin
Head of the Department and Lecturer in Geography & Environment, Shahid M. Monsur 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."

Engr. Md Rokibul Islam
Assistant Engineer, Electricity Generation Company of Bangladesh
"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."