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sparveriusdev/README.md

πŸ‘‹ David Vasquez

Geospatial Developer | Drone Pilot | AI Engineer

GitHub LinkedIn YouTube Website


πŸš€ About Me

Geospatial developer and aerial photographer specialized in photogrammetry, cadastral systems, and artificial intelligence for land surveying. With a strong background in GIS, drone technology, and Python development, I create innovative solutions that bridge the gap between technology and real-world geospatial challenges.

Co-creator of TipologIA - Colombia's first AI-powered cadastral recognition system, fully compliant with the LADM-COL standard.

Currently building SkyMapStories - capturing stunning aerial perspectives and providing professional topographic services with drones.


πŸ’Ό Professional Expertise

πŸ—ΊοΈ Geospatial Development

  • GIS & Cartography: QGIS, ArcGIS, PostGIS, Spatial Analysis
  • Cadastral Systems: LADM-COL model implementation
  • Topographic Surveying: Ground control, precision mapping, volumetric calculations
  • Photogrammetry: Pix4D, Agisoft Metashape, WebODM, 3D modeling

πŸ€– Artificial Intelligence & Machine Learning

  • Computer Vision: Object detection, image classification, semantic segmentation
  • Deep Learning: TensorFlow, PyTorch, YOLO, U-Net architectures
  • Cadastral AI: Property recognition and classification (TipologIA)
  • Geospatial AI: Land use classification, change detection

🚁 Drone Technology

  • UAV Operations: DJI Mini 3, commercial drone piloting
  • Aerial Photogrammetry: Orthomosaics, DEMs, DSMs, point clouds
  • Mission Planning: Flight automation, GCP placement, optimal coverage
  • Data Processing: Structure from Motion (SfM), LiDAR processing

πŸ’» Software Development

  • Languages: Python, SQL, JavaScript, Bash
  • Frameworks: Flet, Django, FastAPI, Flask
  • Databases: PostgreSQL/PostGIS, SQLite, MongoDB
  • DevOps: Git, Docker, CI/CD (GitHub Actions), Nuitka

πŸ† Featured Projects

🎯 TipologIA - AI Cadastral Recognition System

Colombia's first artificial intelligence for cadastral property recognition

  • 🧠 Deep learning model for automatic building typology classification
  • 🏘️ Compliant with LADM-COL cadastral data model
  • πŸ“Š Processes drone imagery and satellite data
  • ⚑ Significantly reduces manual field survey time
  • 🎯 Deployed in real cadastral operations across Colombia

Technologies: Python, TensorFlow, OpenCV, QGIS, PostgreSQL/PostGIS

πŸ”— View Project


πŸ“± Mini 3 App - DJI Mini 3 Utilities Suite

Professional toolkit for DJI Mini 3 drone operations:

  • πŸ“ Automated file organization by date
  • πŸ”‹ Battery cycle tracking with interactive charts
  • 🚁 Multi-drone fleet management
  • πŸ“Š Flight statistics and performance metrics
  • πŸ—„οΈ SQLite database with full CRUD operations

Technologies: Python, Flet, Plotly, SQLite, Nuitka

πŸ”— View Repository


πŸ—ΊοΈ 360x5 Aerial Processing Pipeline

End-to-end photogrammetric processing system:

  • πŸŽ₯ 360Β° camera video frame extraction
  • πŸ“Έ EXIF metadata management and GPX correlation
  • πŸ—ΊοΈ Orthomosaic generation and georeferencing
  • πŸ“ Topographic map creation with QGIS integration
  • ⚑ Automated batch processing workflows

Technologies: Python, FFmpeg, ExifTool, GDAL, QGIS, Pix4D


πŸ› οΈ Tech Stack

Languages & Frameworks

Python JavaScript SQL Bash

GIS & Geospatial

QGIS PostGIS GDAL Leaflet

AI & Machine Learning

TensorFlow PyTorch OpenCV scikit--learn

Databases

PostgreSQL SQLite MongoDB

DevOps & Tools

Git Docker GitHub Actions Linux


πŸ“Š Industry Applications

πŸ›οΈ Cadastre & Land Administration

  • LADM-COL model implementation
  • Property recognition and classification with AI
  • Cadastral database design and management
  • Field survey optimization and automation

πŸ“ Topography & Surveying

  • Drone-based topographic surveys
  • Ground control point (GCP) workflows
  • Volume calculations and earthwork analysis
  • Precision mapping and georeferencing

πŸ—οΈ Construction & Urban Development

  • Progress monitoring with aerial imagery
  • 3D modeling and BIM integration
  • Site analysis and planning support
  • As-built documentation

πŸ›οΈ Architecture

  • Existing conditions documentation
  • Facade analysis and inspection
  • 3D visualization and presentation
  • Heritage preservation documentation

🌱 Precision Agriculture

  • Crop health monitoring (NDVI, NDRE)
  • Field boundary mapping
  • Irrigation planning support
  • Yield estimation

πŸŽ“ Certifications & Standards

  • βœ… LADM-COL - Colombian Land Administration Domain Model
  • 🚁 UAV/Drone Pilot - Commercial operations
  • πŸ—ΊοΈ GIS Specialist - QGIS, ArcGIS platforms
  • πŸ“Š Photogrammetry Professional - Pix4D, Agisoft certified workflows

πŸ“ˆ GitHub Stats


πŸ’‘ What I'm Currently Working On

  • 🚁 SkyMapStories: Building aerial photography brand and professional drone services
  • πŸ€– Geospatial AI: Exploring new applications of computer vision in cadastre and surveying
  • πŸ“± Open Source: Contributing to GIS and photogrammetry tools
  • πŸŽ₯ Content Creation: Sharing knowledge about drones, mapping, and technology

🀝 Let's Connect!

I'm always interested in collaborating on innovative geospatial projects, especially those involving:

  • πŸ—ΊοΈ Cadastral systems and land administration
  • πŸ€– AI applications in surveying and mapping
  • 🚁 Drone-based data acquisition and processing
  • πŸ“Š Spatial data analysis and visualization

πŸ“« Contact Me


πŸ’° Support My Work

If you find my projects useful, consider supporting my work:

β˜• Buy Me a Coffee: buymeacoffee.com/sparverius

πŸ’Ž IOTA Donations: iota1qrpcz2cjenl5j887yg0yr4537wld5pcqtpzmd0ghj5x06fwajpjhugtzvq0


🌟 "Every flight tells a story, every map reveals a secret"

Exploring heights, mapping realities

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