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hanzila1/README.md

Hi, I'm Hanzila πŸ‘‹

Typing SVG


About Me

  • 🌍 Award-winning GeoAI Engineer specializing in Cloud-Native Geospatial architectures and agentic AI systems
  • πŸ€– Co-founder of GeoGemma β€” a real-world deployed platform adopted by 5+ government organizations across APAC
  • πŸ’° Google DeepMind Grantee β€” awarded USD 10,000 GCP credits for the Gemma 2 Academic Program
  • πŸ† Winner – Best AI Use Case at Google Γ— ADB Solution Challenge 2025 (3,500+ teams, 12 APAC countries)
  • πŸ”§ Building OGC MCP Server β€” bridging LLMs and OGC/STAC APIs via natural language (GSoC 2026 Candidate @ 52Β°North)
  • πŸ›°οΈ Passionate about Earth Observation, STAC, COGs, and making geospatial data LLM-accessible
  • πŸ“¬ Reach me at hanzilabinyounus@gmail.com

πŸ† Highlights

Award Year
πŸ₯‡ Winner – Best AI Use Case, Google Solution Challenge (APAC, 3,500+ teams) 2025
πŸ’° Google DeepMind Research Grant – USD 10,000 GCP Credits 2024
πŸ₯ˆ 1st Runner Up – AgriTech/ClimateTech, National AI Wrapper Competition (MOITT Γ— ADB Γ— Ignite) 2025
πŸŽ–οΈ Gold Medal – Best Final Year Project, Institute of Space Technology 2025

πŸ›  Tech Stack

Geospatial

PostGIS PostgreSQL Google Earth Engine GDAL STAC OGC APIs TiTiler pygeoapi

Backend & AI

Python FastAPI LangChain LangGraph PyTorch TensorFlow MCP Protocol

Cloud & DevOps

Docker AWS GCP Vertex AI Cloud Run GitHub Actions


πŸ“Œ Featured Projects

Project Description Stack
🌐 OGC MCP Server Open-source MCP server bridging LLMs to OGC/STAC APIs via natural language. 221 passing tests across 3 live servers. Python · MCP · OGC APIs · Docker
πŸ€– GeoGemma Google-funded agentic AI platform on cloud-native backend. Adopted by 5+ APAC government orgs. Gemma 2 Β· GEE Β· Vertex AI Β· LangChain
πŸ›°οΈ AGFE Pro Enterprise automated feature extraction from UAV/satellite COGs. Reduced 59-day workflow to 11 days (81% gain). Python Β· COGs Β· STAC Β· Agentic AI
πŸ—ΊοΈ GIS AI Widget LLM-powered agent querying PostGIS & ArcGIS Online via natural language. 70% reduction in data extraction time. OpenAI Β· PostGIS Β· FastAPI

πŸ“Š GitHub Stats

GitHub Streak

Hanzila's GitHub Stats

Top Languages

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πŸ“ˆ Contribution Graph

Hanzila's github activity graph


"Making Earth Observation data talk to LLMs, one OGC API at a time."

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  1. ogc-mcp-server ogc-mcp-server Public

    Python