Hello, It's Me

Md. Sohel

And I'm a

I am a Geospatial Data Analyst specializing in GIS, Remote Sensing, and environmental modeling. I transform complex spatial and satellite datasets into actionable insights for disaster risk management and climate adaptation. Proficient in Python and Google Earth Engine, I focus on building data-driven location intelligence to solve real-world environmental challenges.

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Research & Publications

Preprint Article - SSRN

GIS-Based Household Vulnerability Index & Micro-Trigger System for Anticipatory Cyclone Action

Integrates household-level socio-economic indicators with GIS spatial modeling and Fuzzy AHP to establish a localized early warning micro-trigger framework in Patharghata, Barguna.

Review Paper (In Review)

Heavy Metals & Pesticides: Agro-Ecological Impacts & Food Security Risks

A global review synthesizing pollutant transport pathways, bioaccumulation mechanisms in crops, and sustainable remediation strategies like biochar and precision agriculture.

Research Article (Working)

Spatial Intelligence for Seismic Resilience: A GIS-AHP Multi-Criteria Earthquake Risk Zonation

Integrates multi-criteria spatial indicators across exposure, geotechnical vulnerability, and emergency adaptive capacity to model seismic risk zonation using a GIS-AHP framework.

Featured Projects

Map Extraction

Geospatial Data Extraction: End-to-End PDF-to-Vector Georeferencing and Spatial Layer Digitization

Transportation Risk Assessment

Integrating Climatic and Socioeconomic Factors for a Multi-Criteria Risk Assessment of Transportation Corridors in Saskatchewan, Canada.

Statistical Vulnerability Analysis

Strengthening Community Resilience Through Household-Based Disaster Preparedness and Early Warning Systems in Cyclone-Affected Regions of Bangladesh

Sundarbans Canopy Density Assessment

Spatiotemporal Dynamics of Mangrove Forest Canopy Density: A Multi-Decadal Assessment (1989–2020) in the Sundarbans Reserved Forest, Bangladesh

Cyclone Shealter Accessibility

Gender-Based Barriers in Accessing Cyclone Shelters: Evidence from Coastal Communities and Policy Implications

Land Use Classification

Multispectral Remote Sensing and Machine Learning-based Land Use Land Cover (LULC) Characterization of Shariatpur District, Bangladesh

US Sales Performence

Performance Analytics and Growth Dynamics: A Multi-Year Interactive Sales Intelligence Dashboard for United States Commercial Operations

My Experience

2024 – Present

Founder & President

Career Portal | Student Leadership & Career Development

Founded and lead Career Portal, a student-led career development platform serving a growing community of 50,000+ students and young professionals. Lead strategic initiatives, manage teams, organize career-focused activities, and connect students with learning opportunities, professional networks, and career resources.

2023 – Present

Freelance GIS Specialist — Fiverr

Geospatial Analysis & Mapping Projects

Deliver GIS and geospatial solutions for research and client projects, including professional study area maps, spatial analysis, thematic mapping, and geospatial data visualization. Apply GIS and remote sensing techniques to transform geographic datasets into clear, accurate, and decision-supporting outputs.

2023 – Present

Independent Geospatial Researcher

Environmental & Disaster Risk Research

Conduct independent and academic geospatial research focused on environmental change, disaster risk, land-use dynamics, and spatial vulnerability. Apply GIS, Remote Sensing, Google Earth Engine, multi-criteria decision analysis, and spatial modeling to develop hazard assessments and evidence-based maps.

My Credentials

Academic & Board Certifications
Academic Excellence

Academic Certifications

Issued by: Jashore Board, My University

Going Places with Spatial Analysis
Spatial Analysis

Going Places with Spatial Analysis

Issued by: Esri (6 Weeks MOOC)

Craft effective prompts for Microsoft 365 Copilot
Generative AI

Craft Prompts for Microsoft 365 Copilot

Issued by: Microsoft

GIS & QGIS Fundamentals Series
GIS & Spatial Analysis

GIS & QGIS Fundamentals Series

Issued by: KijaniHub GIS School

Microsoft Office Word, Excel & Powerpoint
Digital Skills

Microsoft Office Professional (60 Hours)

Issued by: EDGE Project, BCC & Dept. of CSIT, PSTU

Machine Learning & Data Science Track
Machine Learning & Data Science

Applied Machine Learning & Data Analytics Specialization

Issued by: Progya

CS105: Introduction to Python
Programming

CS105: Introduction to Python

Issued by: Saylor Academy

Data Science & Python Foundation
Data Science & Python

Data Science & Python Foundation

Issued by: dataskool

ADM-CRAFT Project Research & Data Collection
Field Research & Methodology

ADM-CRAFT Research & Data Collection

Issued by: ADM-CRAFT Project (NWO, Wageningen University & PSTU)

The COSHH Manager Certification
Environmental Safety

The COSHH Manager Certification™

Issued by: The Knights of Safety Academy

International Research Symposium
Research Symposium

International Research Symposium

Issued by: Faculty of ESDM & SheSTEM, PSTU

PSTU Career Fest 2025
Career & Leadership

PSTU Career Fest 2025

Issued by: PSTU Career Club & bdapps

Data Science for Smarter Disaster Response
Disaster Data Science

Data Science for Smarter Disaster Response

Issued by: Faculty of ESDM, PSTU & Save the Children

Geospatial and UAV(Drone) Technologies
Drone & Remote Sensing

Geospatial & UAV (Drone) Technologies

Issued by: ESDM Faculty & Research and Training Center (RTC), PSTU

Proposal Development Competition Winner
Award Winner

Proposal Development Competition — Winner

Issued by: JAGO NARI, Save the Children, RIMES & PSTU

Multidisciplinary Research Excellence
Research Excellence

Multidisciplinary Research Excellence

Issued by: Think Lab Research Society

Sustainability, Green & Digital Skills Series
Sustainability, SDGs & Digital Skills

Sustainability, Green & Digital Skills Series

Issued by: Futurenation, UNDP, World Bank & GP

Cyber Hygiene Training
Cybersecurity

Cyber Hygiene Training

Issued by: The Asia Foundation & SAJIDA (Google.org)

Problem Solving & Entrepreneurship Skills
Problem Solving & Entrepreneurship

Problem Solving & Entrepreneurship Skills

Issued by: Generation Unlimited (Passport to Earning)

Career Survey Bangladesh 2025
Youth Development

Career Survey Bangladesh 2025

Issued by: Youth Skill Development Institute Trust

Campus to Success Masterclass
Leadership

Campus to Success Masterclass

Issued by: Leadership Development Academy (ILC)

Technical Skills

GIS & Remote Sensing

ArcGIS Pro, ArcMap, QGIS, Google Earth Engine, Google Earth Pro, and Remote Sensing Applications.

Database Management Systems

SQL, PostgreSQL, PostGIS, and MySQL.

Data Analysis & Visualization

Python, NumPy, Pandas, Matplotlib, Seaborn, Microsoft Excel, SPSS, and R.

Machine Learning

Scikit-learn and PyTorch.

Deep Learning & Computer Vision

TensorFlow and OpenCV.

AI & Prompt Engineering

Generative AI Tools, Large Language Models (LLMs), Prompt Engineering, and AI-Assisted Workflow Development.

Research & Academic Writing

Literature Review, Academic Writing, Research Methodology, Citation and Reference Management, Mendeley, Research Proposal Development, and Scientific Report Writing.

Statistical Analysis & Modeling

Descriptive & Inferential Statistics, Hypothesis Testing, Regression Modeling, ANOVA, Multivariate Analysis, Time Series Analysis, SPSS, and Statsmodels.

Web & Frontend Tech

HTML5, CSS3, JavaScript (ES6+), Git/GitHub, and Responsive UI/UX Design.

Client & Collaborator Reviews

RI

"Exceptional GIS specialist. Sohel took low-resolution legacy PDF maps, accurately established ground control points for georeferencing, and digitized high-precision polygon and polyline shapefiles without topology errors. If you need reliable spatial data extraction and digitization, Sohel is the go-to professional."

TA

"Sohel did an outstanding job executing our Land Use Land Cover (LULC) classification on Google Earth Engine. He handled cloud masking, spectral index extraction (NDVI/NDWI), and Random Forest modeling seamlessly, delivering high classification accuracy and precise area statistics. His mastery of GEE JavaScript API and spatial remote sensing saved our team weeks of processing time. Highly recommended!"

Sarah Jenkins

"Working with Sohel on historical hazard and vulnerability modeling in Python was a seamless experience. He handled missing data, spatial interpolations, and multi-variable statistical weighting with great technical rigor. If you need data science applied to disaster management, Sohel is the expert to hire."

MK

"Sohel demonstrated outstanding competence in Google Earth Engine and cloud-based raster analysis. His automated image classification scripts saved our team significant research hours."

MI

"Sohel’s technical expertise in multi-criteria decision analysis was pivotal to our project. He synthesized diverse datasets—ranging from hydro-meteorological risks to demographic flow and asset density—into a seamless 10-factor AHP corridor vulnerability model. Professional, analytical, and highly proficient in applied GIS risk assessment."

NH

"His work on coastal salinity time-series mapping was accurate and insightful. Sohel combines deep geospatial expertise with genuine dedication to climate resilience research."

About Me

Who I Am

I am Md. Sohel, a Geospatial Data Analyst passionate about understanding the world through data, maps, and technology. My work combines GIS, Remote Sensing, spatial analysis, and research to explore environmental and disaster-related challenges and transform complex spatial data into meaningful, actionable insights.

Beyond Geospatial Technology

I believe technical skills alone are not enough to create real-world impact. Alongside my technical journey, I am the Founder of Career Portal—a student-led platform connecting over 50,000+ learners and young professionals with scholarship updates, career resources, and tech skills. This experience has honed my leadership, team management, and project coordination capabilities.

My Vision

I aim to integrate Geospatial Technology + Data Science + Research + Leadership to tackle coastal vulnerability, contribute to sustainable disaster management, and build open data solutions that empower vulnerable communities.

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