I offer a focused range of geospatial services designed for researchers, academic institutions, and organizations that need reliable, expert-level GIS and remote sensing support. Every service I provide is grounded in academic rigour, practical experience, and a commitment to delivering outcomes that genuinely advance your research or organizational goals. If your specific need is not listed, please contact me — my work regularly extends into new disciplines and applications.

GIS Training & Workshops

Structured, hands-on training in GIS and remote sensing for students, scholars, faculty, and professionals.

LULC Classification · Sentinel-2
Coastal Geomorphology · Landsat 8
DEM / Terrain Analysis · ALOS DSM
Urban Expansion · Multi-temporal
NDVI Vegetation Index
Shoreline Change · DSAS

Who This Is For

  • Undergraduate and postgraduate students entering the geospatial field
  • PhD scholars who need GIS skills for their research
  • Faculty members seeking to integrate GIS into their teaching or research
  • Working professionals looking to add geospatial capabilities
  • Institutions and departments seeking structured training programmes

Flagship Programme: Advanced Spatial Data Science

12Weeks · Mon to Fri
13Modules covered
3Months · Online / On-demand
1Final Project Presentation

A comprehensive 3-month programme covering GIS fundamentals through advanced deep learning integration for geospatial analysis. Delivered by Dr. Aran Castro A J, GIS Manager. Available online and on-demand.

Month 1 — GIS Fundamentals & Data Management

4 Modules
Module 1: Introduction to GIS & Google Earth Pro
  • Introduction to GIS concepts: layers, projections, coordinate systems
  • Google Earth Pro interface, navigation, placemarks, paths, and polygons
  • Importing/exporting KML/KMZ files
  • Visualization of spatial data on Google Earth
Module 2: Data Management & Georeferencing
  • Managing spatial data: Shapefiles, GeoTIFFs, and attribute tables
  • Georeferencing in ArcGIS Pro and QGIS: control points and transformations
  • Creating and organizing data in a geodatabase
  • Georeferencing raster data and historical maps
Module 3: Editing GIS Data
  • Editing vector data: creating, modifying, and deleting features
  • Managing attribute data and field calculation
  • Raster data editing: reclassification and manipulation
Module 4: Symbology & Cartography
  • Applying symbology: unique values, graduated colours, custom colour ramps
  • Designing professional maps: title, legend, scale bar, map elements
  • Exporting maps for presentation and printing

Month 2 — Advanced GIS Techniques & Spatial Analysis

4 Modules
Module 5: Spatial Analysis Basics
  • Buffer analysis and proximity analysis
  • Overlay analysis: Intersect, Union, Difference
  • Spatial joins and identifying relationships between features
Module 6: Advanced Spatial Analysis Techniques
  • Raster-based spatial analysis: cost analysis, cell statistics, reclassification
  • Advanced vector analysis: Dissolve, Buffer, Intersect
  • Spatial statistics: Hot spot analysis, nearest neighbor, density analysis
Module 7: Remote Sensing & Image Processing
  • Introduction to remote sensing: satellite data types and raster processing
  • Image enhancement: filtering, contrast, brightness adjustment
  • Image classification: NDVI and vegetation indices
  • Land cover classification and feature extraction
Module 8: GIS Statistics and Spatial Data Analysis
  • Descriptive statistics: mean, median, standard deviation
  • Regression analysis and spatial modelling techniques
  • Geostatistics: Kriging and interpolation methods
  • Quality assessment and interpretation of spatial data

Month 3 — Project Month with Deep Learning Integration

5 Modules
Module 9: Project Planning and Execution
  • Defining project scope and objectives
  • Data collection, organization, and preprocessing
  • Spatial and statistical analysis for the project
  • Cartographic design for project presentation
Module 10: Introduction to Deep Learning in GIS
  • Overview of Deep Learning applications in GIS and Remote Sensing
  • Deep learning models for image classification and object detection
  • Deep Learning tools available in ArcGIS Pro
  • Setting up a deep learning environment in ArcGIS Pro
Module 11: Deep Learning for Remote Sensing Analysis
  • Deep learning for LULC classification and feature extraction from satellite images
  • Preparing satellite images for deep learning (preprocessing and normalization)
  • Training deep learning models within ArcGIS Pro using labelled datasets
  • Evaluating and tuning model performance · Using pretrained models
Module 12: Advanced Analysis and Model Building
  • Advanced spatial modelling and deep learning for geospatial problem-solving
  • Integrating deep learning outputs into GIS workflows
  • Interpreting and visualizing deep learning results alongside GIS analysis
Module 13: Final Project Presentation
  • Finalizing project reports and presenting deep learning results
  • Integrating GIS and deep learning workflows into a cohesive analysis
  • Writing comprehensive project reports with conclusions and recommendations
  • Delivering a project presentation discussing GIS and deep learning applications

Other Programmes Available

LULC Change Detection — Complete Research Workflow

End-to-end workflow: satellite download, classification, accuracy assessment, change matrix, and publication-ready maps. Duration: 2–3 days.

Shoreline Change Analysis Using DSAS

Shoreline extraction, DSAS setup, transect generation, EPR, LRR, and NSM calculation — based directly on my doctoral research. Duration: 1–2 days.

Coastal Vulnerability Index (CVI) Calculation

Complete CVI methodology using Gornitz's approach. Parameter selection, ranking, weighting, GIS integration, and vulnerability mapping. Duration: 1–2 days.

Custom Institutional Training

Tailored programmes for specific departmental or institutional needs. Previous programmes at University of Madras, SRM University, TRP Engineering College, and IIRS.

Formats: In-person at my Nagercoil centre · In-person at your institution (I travel across India) · Online / On-demand. Every participant receives training materials, practice datasets, and a certificate of completion.

Enrol in Advanced Spatial Data Science

12-week programme · Mon–Fri · Online & On-demand. Contact me to discuss the next batch.

WhatsApp to Enrol

Course Highlights

  • GIS Fundamentals to Deep Learning
  • ArcGIS Pro + QGIS + Google Earth Pro
  • Remote Sensing & Image Processing
  • Deep Learning in ArcGIS Pro
  • Final Project & Certificate
  • Live + On-demand options
ArcGIS ProQGISRemote SensingDeep LearningLULCDSASCVIBeginner to Advanced

PhD Research & Publication Support

End-to-end geospatial research support for PhD scholars and professors across any discipline.

The Problem I Solve

Thousands of PhD scholars in India reach a stage where they need GIS or remote sensing analysis but lack the skills, software access, or methodological guidance to execute it properly. They spend months struggling with unfamiliar software, produce substandard maps, or abandon geospatial components entirely. I exist to solve this exact problem — completely and efficiently.

What I Offer

Research Methodology Design

Identifying appropriate data sources, selecting analytical methods, defining the GIS workflow, and ensuring the methodology is rigorous enough for Scopus and SCI journal publication.

Satellite Data Acquisition and Preprocessing

Acquisition of Landsat, Sentinel, ALOS, Cartosat, or other sources; radiometric, geometric, and atmospheric correction; analysis-ready data preparation.

LULC Classification

Complete workflow: spectral signature selection, supervised or unsupervised classification, accuracy assessment with error matrix and kappa coefficient, multi-temporal change detection.

Shoreline Change Detection Using DSAS

Full DSAS-based analysis: shoreline extraction from multi-temporal satellite imagery, transect generation, EPR, LRR, NSM, and statistical reporting.

Coastal Vulnerability Index (CVI) Assessment

Complete CVI construction using Gornitz's approach or modified frameworks. Parameter extraction, ranking, weighting, and vulnerability mapping.

Spatial Analysis and Geoprocessing

Buffer, overlay, proximity, interpolation (IDW, Kriging), watershed delineation, DEM analysis, viewshed, network analysis, and more.

Publication-Quality Map Preparation

Maps meeting Scopus/SCI journal formatting standards. Delivered as high-resolution PNG/TIFF, PDF, and editable project files.

Manuscript Support for Journal Publication

Assistance with structuring methodology, results, and discussion sections. Figure preparation and ensuring geospatial components meet reviewer expectations.

How It Works

1

Contact me with your research topic and current stage. Free 15-minute consultation to understand your needs.

2

Clear scope, timeline, and fee quote. No hidden costs. No vague promises.

3

We work together — I process and analyse, you learn and understand. I ensure you can defend every output in your viva.

4

You receive all outputs: processed data, analysis results, publication-quality maps, and full methodology documentation.

Get Research Support

Start with a free 15-minute consultation. Tell me your research topic and where you are stuck.

WhatsApp Me
GeologyGeographyEnvironmental ScienceMarine ScienceUrban PlanningAgricultureHistory GISScopusSCI Journals

Geospatial Consulting

Custom geospatial solutions for institutions, government bodies, NGOs, and private organizations.

Coastal Vulnerability and Hazard Assessment

Geospatial assessment using CVI methodologies, shoreline change analysis, bathymetric analysis, geomorphological mapping, and land use impact evaluation. Deliverables include vulnerability maps and actionable recommendations.

Environmental Impact Spatial Analysis

GIS-based spatial analysis for EIAs and environmental monitoring: land use change quantification, vegetation index analysis, water body monitoring, and spatial impact zone delineation.

LULC Change Detection and Urban Expansion Analysis

Multi-temporal satellite-based analysis of land use changes for districts, municipalities, or regions. Urban sprawl, agricultural land loss, forest cover change, waterbody change quantification.

Climate Data Analytics

Spatial analysis of temperature trends, rainfall distribution, drought indices, flood risk zones, and sea-level rise impact modelling.

Historical GIS

Georeferencing historical maps, spatial analysis of historical settlement patterns, temporal change analysis of cultural landscapes, and interactive historical mapping.

Hydrological and Watershed Analysis

Watershed delineation, drainage network extraction, flood plain mapping, groundwater potential zone identification, and rainfall-runoff modelling.

Custom Mapping and Cartographic Services

Professional map production for reports, publications, presentations, and proposals — from simple location maps to complex thematic atlases.

Enterprise GIS Consulting

Advisory for organizations implementing GIS infrastructure: software selection, data architecture, workflow design, staff training needs assessment, and GIS strategy development.

Discuss Your Project

Share your requirement and I will outline a clear approach, timeline, and deliverables.

WhatsApp Me
GovernmentNGOsCoastal ManagementEIAUrban PlanningClimateHistorical GIS

Faculty Development Programmes (FDPs)

For Heads of Departments, Deans, and IQAC Coordinators seeking a quality resource person in GIS and geospatial research methodology.

I have delivered FDPs at nationally recognized institutions including the University of Madras (Department of Applied Geology), the Indian Institute of Remote Sensing (IIRS), SRM University, and TRP Engineering College. My programmes are intensive, hands-on skill-building experiences that leave faculty with tangible capabilities they can apply immediately.

Available FDP Themes

"GIS and Remote Sensing for Academic Research"

Foundational FDP for faculty across science, engineering, and social science. Core GIS concepts, satellite data access, basic spatial analysis, and integration into existing research.

"Advanced Geospatial Analysis for Research Excellence"

Intermediate-to-advanced: LULC change detection, shoreline analysis, DEM terrain modelling, and spatial statistical methods for faculty with basic GIS familiarity.

"Python for Geospatial Automation in Research"

Specialised FDP introducing Python for GIS automation. Automate repetitive tasks, process large datasets efficiently, and build reproducible workflows.

"Geospatial Technology for Disaster Risk Reduction"

GIS and remote sensing for flood mapping, coastal hazard assessment, earthquake risk zonation, and landslide susceptibility analysis.

"Systems Thinking in Geospatial Research"

A unique methodology-focused FDP drawn from my book Systems Over Software. Challenges faculty to move beyond software operation and develop robust research thinking, problem formulation, and analytical reasoning.

Format Options: One-day awareness programme · Three-day intensive workshop · Five-day comprehensive training with hands-on lab sessions. Available in-person at your institution or online. All programmes include training materials, datasets, and certificates.

Request FDP Proposal

Contact me to discuss themes, dates, and logistics. I provide a complete programme proposal including objectives, modules, and schedule.

WhatsApp Me
IQACFaculty TrainingUGC SponsoredCertificateOn-siteOnline

Internship Programmes

Project-based, hands-on GIS training at Geospatial Campus, Nagercoil — for students who want real skills, not just certificates.

Who This Is For

  • UG and PG students in geology, geography, environmental science, civil engineering, and urban planning
  • Students who want practical GIS skills beyond what their college curriculum offers
  • Students building a portfolio or academic record for further studies or employment

What the Internship Includes

Interns work on real geospatial projects under my direct supervision. Core curriculum: GIS fundamentals, coordinate systems, data creation, spatial analysis, remote sensing, satellite image classification, LULC mapping, change detection, DEM analysis, map composition, and an individual or group project producing a professional geospatial output.

2-Week Intensive

Core GIS and remote sensing fundamentals with a small project output.

4-Week Standard

Full workflow training with a substantive individual project.

8-Week Comprehensive

Advanced modules including Python for GIS and a substantial independent project suitable for academic credit.

Interns receive: hands-on training with ArcGIS Pro and QGIS · real project experience · certificate from Geospatial Campus · a portfolio piece with completed maps and analysis · Location: Geospatial Campus, Nagercoil Branch, Kanyakumari District, Tamil Nadu.

Apply for Internship

Tell me your degree programme, preferred duration, and when you are available to join.

WhatsApp Me
NagercoilCertificatePortfolioArcGIS ProQGIS2 / 4 / 8 Weeks

Not Sure Which Service You Need?

Start with a free 15-minute consultation. Tell me what you are working on and I will point you in the right direction.