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@@ -159,33 +159,21 @@ Get your free token at: [huggingface.co/settings/tokens](https://huggingface.co/
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  - Inspired by [GeoAI-Assistance-Ext](https://github.com/rifatSDAS/GeoAI-Assistance-Ext) VS Code Extension
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  - Powered by [Qwen2.5-Coder](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
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- - Built with [Gradio](https://gradio.app/)
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  ## About the Developer
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- Built by Dr. Kazi Rifat Ahmed, a **Full Stack Geospatial AI Engineer** specializing in:
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- - AI/ML-DL for geospatial applications
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- - Cloud-native geospatial software engineering & architecture
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- - Large-scale Satellite/Earth Observation data data analysis, processing, analytics, and visualization
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- - Blockchain and Quantum Computing for geospatial applications
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- - Research Advanced Geospatial Science, Technology, and Applications
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- - Co-founder and Technical Lead for Satellite Data Services business in Space sector, i.e., QuentuED (https://quentued.de) and Sensor Aktor (https://sensor-aktor.de)
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- ### Tech Stack Proficiency
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- Python | Java | JavaScript | TypeScript | C/C++ | Bash | Cloud-Native Architecture (kubernetes) | DevOps | AI/ML/DL | MLOps | LLM Integration | Blockchain | Remote Sensing Science & Technology | Geospatial Data Science & Engineering
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- ### Research Interests
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- Geospatial AI | Satellite Data Engineering | Drone Sensors | Geospatial Big Data Analytics | Earth Observation Systems & Sensors | Advanced Remote Sensing Techniques | Space Technology | Quantum Computing | Blockchain | | Satellite Data Services | Planetary Science & Exploration
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- ## ๐Ÿค Contributing
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- Contributions are welcome! Please:
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- 1. Fork the repository
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- 2. Create a feature branch
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- 3. Make your changes
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- 4. Run tests: `pytest test_app.py -v`
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- 5. Submit a pull request
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  ## ๐Ÿ“„ License
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  See [LICENSE](LICENSE.md) for details.
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- ## Contact
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-
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- For collaboration opportunities in satellite data services & applications, large-scale satellite data analytics, geospatial AI, blockchain & quantum computing for geospatial applications, or advanced geospatial science, technology & applications, feel free to reach out!
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  - Inspired by [GeoAI-Assistance-Ext](https://github.com/rifatSDAS/GeoAI-Assistance-Ext) VS Code Extension
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  - Powered by [Qwen2.5-Coder](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)
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+ - Built with [Gradio](https://gradio.app/) and [HuggingFace Inference API](https://huggingface.co/inference-api)
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  ## About the Developer
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+ Built by Dr. Kazi Rifat Ahmed, a Full Stack Geospatial AI Engineer, Co-founder and Technical Lead for Satellite Data Services business in Space sector.
 
 
 
 
 
 
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+ ## Contributing
 
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+ Contributions welcome! Please feel free to submit issues and pull requests.
 
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+ ## Contact
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+ For collaboration opportunities in satellite data services & applications, large-scale satellite data analytics, geospatial AI, blockchain & quantum computing for geospatial applications, or advanced geospatial science, technology & applications, feel free to reach out!
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+ Portfolio at https://rifatsdas.github.io/
 
 
 
 
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  ## ๐Ÿ“„ License
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  See [LICENSE](LICENSE.md) for details.
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference