Add intelligence functions for scoring and recommendations

Author: namitha2526

app/intelligence.py

@@ -0,0 +1,30 @@
+def calculate_technical_score(repo_data):
+    language_score = min(repo_data["num_languages"] * 10, 30)
+    complexity_score = max(0, 30 - repo_data["avg_function_length"])
+    repo_score = min(repo_data["num_repos"] * 5, 20)
+    consistency_score = min(repo_data["commit_frequency"] * 2, 20)
+
+    total = language_score + complexity_score + repo_score + consistency_score
+    return min(total, 100)
+
+
+def calculate_cognitive_profile(test):
+    analytical = (test["debugging"] + test["optimization"]) / 2
+    architectural = (test["system_design"] + test["abstraction"]) / 2
+    overall = (analytical + architectural) / 2 * 10
+
+    return {
+        "analytical_strength": analytical,
+        "architectural_thinking": architectural,
+        "overall_cognitive_score": overall
+    }
+
+
+def generate_recommendation(tech_score, cognitive_score):
+    if tech_score > 75 and cognitive_score > 75:
+        return "AI/ML Engineer or Systems Architect"
+    elif tech_score > 70:
+        return "Backend Engineer"
+    elif cognitive_score > 70:
+        return "Product Engineer"
+    return "Strengthen fundamentals before specialization"