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Merge pull request #1006 from ucsc-ospo/slieggi-patch-44
Update index.md
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content/project/osre26/ucsd/vine/index.md

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title: "VINE: Precision Agriculture Data Platform & Digital Twin"
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authors: [mfsada, tdefanti]
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authors: [mfsada]
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author_notes: ["Researcher, UC San Diego"]
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tags: ["osre26", "uc", "web development", "educational technologies", "ucsd", "sdsc", "precision agriculture", "iot", "digital twin", "ai", "sensors", "cenic", "nrp"]
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date: 2026-02-05
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- **Skills:** Python, Pandas, NumPy, Data Validation, REST APIs, Docker, Kubernetes, Data Processing
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- **Difficulty:** Medium to Hard
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- **Size:** Large (350 hours)
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- **Mentors:** {{% mention "mfsada" %}}, {{% mention "tdefanti" %}}
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- **Mentors:** {{% mention "mfsada" %}}
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### VINE / AI/ML Models for Agricultural Analytics on NRP
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- **Skills:** Python, PyTorch/TensorFlow, scikit-learn, OpenCV, Pandas, NumPy, MLOps, NRP Kubernetes, GPU Computing
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- **Difficulty:** Hard
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- **Size:** Large (350 hours)
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- **Mentors:** {{% mention "mfsada" %}}, {{% mention "tdefanti" %}}
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- **Mentors:** {{% mention "mfsada" %}}
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### VINE / Digital Twin & AI-Driven Visualization
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- **Skills:** Python, 3D Graphics (Omniverse/Unity/Blender), GIS tools, WebGL, React/Three.js, ML Integration, NRP Deployment
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- **Difficulty:** Hard
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- **Size:** Large (350 hours)
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- **Mentors:** {{% mention "mfsada" %}}, {{% mention "tdefanti" %}}
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- **Mentors:** {{% mention "mfsada" %}}
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### VINE / Web Dashboard & NRP Integration Platform
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- **Skills:** React, Flask/FastAPI, PostgreSQL, D3.js/Plotly, Bootstrap/Tailwind CSS, REST APIs, Kubernetes, NRP APIs
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- **Difficulty:** Medium to Hard
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- **Size:** Large (350 hours)
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- **Mentors:** {{% mention "mfsada" %}}, {{% mention "tdefanti" %}}
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- **Mentors:** {{% mention "mfsada" %}}
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## Project Resources
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