Initial commit: LinkedIn Analyzer with Gemini 2.5 Flash and PHP Backend

2026-05-17 01:28:17 +03:00
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+# Python LinkedIn Analyzer (Gemini AI)
+
+This is a standalone Python version of the LinkedIn Job Analyzer, utilizing the latest `gemini-2.5-flash` model. 
+
+### Setup
+
+1. Install the required Google Generative AI SDK:
+```bash
+pip install google-generativeai
+```
+
+2. Save the code below as `linkedin_analyzer.py` and run it:
+
+```python
+import os
+import google.generativeai as genai
+
+# ==========================================
+# 1. Configuration
+# ==========================================
+# Replace with your actual Gemini API Key
+API_KEY = "YOUR_API_KEY_HERE"
+
+# Configure the API with the key
+genai.configure(api_key=API_KEY)
+
+# Use the latest, stable model supported by generateContent
+MODEL_NAME = "gemini-2.5-flash"
+
+try:
+    model = genai.GenerativeModel(MODEL_NAME)
+except Exception as e:
+    print(f"Error loading model: {e}")
+    exit(1)
+
+# ==========================================
+# 2. User & Job Data
+# ==========================================
+USER_PROFILE = """
+HAMZA AYED — Solutions Architect | Senior Flutter Developer | GIS & Mapping Expert
+
+SUMMARY:
+Solutions Architect with 6+ years building complete mobile ecosystems. Built two ride-hailing platforms (Fawry & Sayig) with 1,200+ users. Created proprietary offline map technology (Mapss) replacing Google Maps API and saving $10k+/month. Specialized in Dart, Python, and scalable backend infrastructure.
+"""
+
+JOB_POSTING = """
+Job Title: Technical Architect (AI, Cloud, Distributed Systems & Banking Payments)
+Company: International Turnkey Systems - ITS
+Location: Cairo, Egypt (Hybrid)
+Description:
+We are looking for a highly skilled Technical Architect with deep experience in AI, cloud-native architectures, distributed systems, and banking payments...
+"""
+
+# ==========================================
+# 3. AI Analysis Function
+# ==========================================
+def analyze_job():
+    print(f"🔄 Analyzing job with {MODEL_NAME}...\n")
+    
+    prompt = f"""
+    You are an elite career strategist with 15+ years hiring for top tech companies in MENA.
+    Respond entirely in Arabic.
+    Perform a DEEP strategic analysis of this job against my profile. Be brutally honest.
+
+    MY PROFILE:
+    {USER_PROFILE}
+
+    JOB POSTING:
+    {JOB_POSTING}
+
+    Respond in this EXACT structure:
+
+    ## MATCH SCORE: X/100
+
+    ### Score Breakdown:
+    - **Technical Skills Match:** X/30
+    - **Experience Level Match:** X/25
+    - **Domain/Industry Match:** X/20
+    - **Location & Logistics:** X/15
+    - **Culture & Soft Skills:** X/10
+
+    ## WHERE I CRUSH IT
+    - [Specific matching skills]
+
+    ## HONEST GAPS
+    - [Missing requirements]
+
+    ## VERDICT
+    [APPLY NOW / APPLY WITH PREP / LONG SHOT / SKIP]
+    """
+
+    try:
+        # Generate the response
+        response = model.generate_content(prompt)
+        
+        print("✅ ANALYSIS COMPLETE:\n")
+        print("="*60)
+        print(response.text)
+        print("="*60)
+        
+    except Exception as e:
+        print(f"❌ API Error: {e}")
+        print("\nNote: If you get a 'Model not supported' error, ensure your API key has access to the 2.5/2.0 series or check your Google AI Studio project settings.")
+
+# ==========================================
+# Run the script
+# ==========================================
+if __name__ == "__main__":
+    if API_KEY == "YOUR_API_KEY_HERE":
+        print("⚠️ Please update the API_KEY variable at the top of the script first!")
+    else:
+        analyze_job()
+```