feat: add app/data directory with consumer_gpu_profiles

apps/coordinator-api/src/app/data/__init__.py

@@ -0,0 +1 @@
+# Data package for AITBC Coordinator API

apps/coordinator-api/src/app/data/consumer_gpu_profiles.py

@@ -0,0 +1,31 @@
+"""Consumer GPU profiles data for edge GPU service"""
+
+CONSUMER_GPU_PROFILES = {
+    "gtx_1660": {
+        "name": "NVIDIA GTX 1660",
+        "architecture": "Turing",
+        "memory_gb": 6,
+        "compute_capability": "7.5",
+        "power_watts": 120,
+        "performance_score": 0.6,
+        "supported_tasks": ["llm_inference", "image_generation", "video_processing"]
+    },
+    "rtx_3060": {
+        "name": "NVIDIA RTX 3060",
+        "architecture": "Ampere",
+        "memory_gb": 12,
+        "compute_capability": "8.6",
+        "power_watts": 170,
+        "performance_score": 0.8,
+        "supported_tasks": ["llm_inference", "llm_training", "image_generation", "video_processing"]
+    },
+    "rtx_4090": {
+        "name": "NVIDIA RTX 4090",
+        "architecture": "Ada Lovelace",
+        "memory_gb": 24,
+        "compute_capability": "8.9",
+        "power_watts": 450,
+        "performance_score": 1.0,
+        "supported_tasks": ["llm_inference", "llm_training", "image_generation", "video_processing", "scientific_computing"]
+    }
+}