ArcGIS API for Python is a powerful, modern Pythonic library for performing GIS visualization, analysis, data management, and GIS system administration tasks. Explore the API to learn how to write scripts to perform specific tasks such as mapping, querying, analysis, geocoding, routing, portal administration, and more.

A hybrid MERN + Python-based platform for mapping and optimizing green hydrogen infrastructure. The system visualizes production plants, storage facilities, and pipelines, and uses advanced optimization algorithms to recommend efficient facility placements and pipeline routes.

A Python-based route mapping and visualization system that fetches and displays the route between two locations using OpenStreetMap and OSRM APIs. The system extracts route nodes, retrieves their coordinates, and visualizes the route on an interactive map with Plotly

An EV route planning system using mapping APIs and custom optimization algorithms to generate charge-aware routes. Integrated an interactive map interface for clear visualization and efficient trip planning. Improved route efficiency by accounting for charging constraints in real time.

🚍 Smart College Bus Tracking & Route Mapping System This project is a mobile-based bus tracking and route mapping system built using React Native (Expo), Firebase, and Mapbox. It is designed to collect real-time GPS data, bus routes, and exact stop locations directly from drivers and visualize them for administrators.

A C-based Graph Mapping System that allows users to create and visualize routes by defining vertices, edges, distances, and directions. It supports dynamic graph updates, saving the map to a file, and visualizing the graph for route analysis.

ShadowSide Route Map is a lightweight mapping system that visualizes how sunlight falls on different sides of your vehicle during a specific travel route and time. The system calculates LEFT / RIGHT / FRONT / BACK sun exposure using solar azimuth data and route geometry.

This project simulates a package delivery system. It utilizes a GUI built with Tkinter and integrates mapping features using Folium. The system allows you to track packages, manage truck routes, and visualize delivery information in real-time.

Network Topology Visualizer Developed a web-based application that enables users to design and visualize network topologies by connecting devices such as routers, switches, and hosts. The system simulates network structure by mapping device relationships, IP addressing, and subnet configurations, allowing users to better understand network ARCH

Lead-Mapper-CRM is a field-ready platform that combines lead management, geolocation mapping, and appointment scheduling into one streamlined system. Designed for sales teams, it helps visualize leads on a map, optimize routes, and manage customer interactions—all in real time.

Engineered an OOP-based Fleet Dispatch System to optimize routing and logistical constraints. Built Pandas data pipelines to extract financial KPIs from simulation logs, visualizing them with Seaborn. Developed an interactive Streamlit dashboard backed by SQLite, featuring real-time Folium mapping and Shadcn-UI components