Agentic AI · LLMs · GIS Software Engineer · Researcher
I connect Large Language Models to real geospatial workflows — as creator of GIS-MCP and GeoServer-MCP, first author of an SLM-for-WebGIS paper, and builder of cloud-based Web & Mobile GIS applications.
Open to GIS engineering roles and graduate research opportunities
I am a GIS software engineer and researcher with an M.S. in Geospatial Information Systems from K. N. Toosi University of Technology. A core focus of my work is Agentic AI and LLMs for geospatial systems — from founding GIS-MCP and GeoServer-MCP to publishing first-author research on fine-tuning Small Language Models for autonomous Web GIS.
I also build production cloud-based Web & Mobile GIS apps on AWS and GCP, teach graduate courses on LangChain, RAG, and MLOps, and contribute peer-reviewed research in spatial data science.
I am actively seeking roles as a GIS Software Engineer, GIS Engineer, GIS Analyst, or GIS Technician, as well as PhD and MSc opportunities in GIS, Computer Science, or related fields.
Open-source MCP servers, SLM research, and hands-on agent development for geospatial workflows
Model Context Protocol · LangChain · Python GIS
MCP server that connects LLMs and AI agents to real GIS operations — buffers, overlays, reprojection, and more — so assistants can run geospatial analysis through natural language.
Agentic AI · GeoServer REST API
MCP implementation that lets AI agents manage layers, styles, and services through the GeoServer REST API — bridging agentic workflows with enterprise map servers.
Cartography and Geographic Information Science, 2026
Research on fine-tuning Small Language Models to execute GIS tasks autonomously in browser-based mapping environments. Featured in a CaGIS interview with Dr. Nick Bearman (UCL).
Step-by-step guide to building a GIS AI agent using the GIS-MCP server and LangChain — from setup to running geospatial tasks through natural language.
Taught graduate courses on LLMs, LangChain, Knowledge Graphs, RAG, AutoML, and MLOps · Led Web GIS projects integrating Gemini for natural-language GIS execution
Projects, products, and open-source contributions
Owner & Founder
Model Context Protocol (MCP) server connecting LLMs to GIS operations via Python geospatial libraries — enabling AI assistants to perform geospatial analysis and transformations.
Owner & Founder
MCP server implementation connecting LLMs to the GeoServer REST API for AI-driven interaction with geospatial data and map services.
Web & Mobile GIS Full-Stack Developer
Agricultural data-collection platform for farmers and field surveys, delivering tailored recommendations. Built with AWS (S3, Cognito, DataSync), TypeScript, React, and React Native.
Peer-reviewed research and authored book
Cartography and Geographic Information Science
Featured in a CaGIS interview with Dr. Nick Bearman (UCL). Watch the interview and demo ↑
Spatial Information Research
Nature Scientific Reports
Engineering Journal of Geospatial Information Technology, K.N. Toosi University
Noavar Publication
Graduate courses in Web GIS, Semantic Web, and geospatial workflows
Graduate Teaching Assistant · Prof. Ali Asghar Alesheikh · KNTU
Spring 2025: LLMs, LangChain, Knowledge Graphs, RAG, AutoML, MLOps.
Spring 2022: RDF, RDFS, OWL, SPARQL, GeoSPARQL, DBpedia, Apache Jena, Schema.org, WorldKG, Protégé.
Graduate Teaching Assistant · Prof. Ali Asghar Alesheikh · KNTU
Spring 2024: Led open-source project connecting Web GIS to Gemini API for natural-language GIS task execution.
2021–2025: Python WebGIS with Django, Flask, GeoServer, WMS/WFS, PostGIS, OpenLayers, Leaflet.
GTA · KNTU & University of Twente (Online)
Joint course covering HTML, CSS, JavaScript, and GeoServer.
Lecturer · University of Isfahan
Python, NumPy, Matplotlib, GDAL/OGR for graduate students in Geodesy and Remote Sensing.
MCP (GIS-MCP, GeoServer-MCP), LangChain, RAG, SLM fine-tuning, Google ADK, Hugging Face, Transformers.js, N8N, Gemini API
AWS (S3, Cognito, DataSync), GCP, Docker, Nginx, GitHub Actions CI/CD — production Web & Mobile GIS deployments
Python, JavaScript, TypeScript, R, C++, Java, PHP, Bash
GeoPandas, GDAL/OGR, PostGIS, GeoServer, OpenLayers, Mapbox GL JS, GEE, Scikit-learn, PyTorch
React, React Native, GeoDjango, Flask, PostgreSQL, HTML/CSS, Nginx, Docker
GeoSPARQL, Knowledge Graphs, Ontology (RDF/OWL/SPARQL)
K. N. Toosi University of Technology · Tehran, Iran
CGPA: 17.85 / 20 · Advisor: Prof. Ali Asghar Alesheikh
Thesis: Spatiotemporal modeling of Foot and Mouth Disease using machine learning.
University of Isfahan · Isfahan, Iran
CGPA: 16.23 / 20 · Rank: 6th in class
Open to GIS roles, collaborations, and graduate research opportunities