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💼 Case study - How to Process 500 CVs in 1 Day
UPDATE: I made a video guide and template based on this case that you can find in Classroom - link to guide 2025 is shaping up to be the year of the solo entrepreneur. Why? Because with AI automations and agents, you can operate an entire company by yourself. Let me show you how. Last week, I worked on a real case that’s a perfect example of this. A client needed to hire for multiple positions for their clients but didn’t want to hire an HR team. Instead, they had: 1. A list of jobs with specific requirements. 2. A Gmail account receiving hundreds of CVs for these positions. After just a few days, they had over 500 emails sitting in their inbox. Manually processing all of them would take a full week of non-stop work. So we built an AI automation system that handled everything in one day. Here’s how we did it: 1️⃣ Email Processing: Every 5 minutes, our automation fetched new emails. It downloaded attached CVs in PDF format. If the document was in a different format (like .doc or image-based PDFs), we sent a message asking the candidate to resend their CV as a single, readable PDF. For better parsing, we could have added LlamaParse, but the standard n8n node worked for this case. 2️⃣ Filtering Non-CVs: If an email wasn’t a CV, the system marked it as read and left it in the inbox. No manual intervention needed. 3️⃣ Job Matching: Each CV was automatically analyzed to find the best matching job. If no match was found, the email was marked as read, saving time on irrelevant applications. 4️⃣ Scoring Candidates: Once a CV was matched to a job, we applied a custom scoring system tailored to the job requirements. Different positions required different scoring logic, so we built a separate AI-powered scenario for this step. 5️⃣ Personalized Feedback: • If a candidate didn’t meet the required score, the system generated a personalized rejection email, including constructive feedback and highlighting their strengths.
💼 Case study - How to Process 500 CVs in 1 Day
1 like • Feb '25
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🎉 Welcome, Start Here!
We're thrilled you're here! This community is the go-to place for everything related to AI agents, automations, and building powerful tools for your business or clients. ___ 🚀 Get Started Here: ➡️ Classroom (Templates & Guides) Start by exploring our Classroom—packed with video tutorials, templates, and detailed guides to help you get your AI automation up and running fast. ➡️ Your First AI Agent: We recommend beginning with our short course on building your first AI agent. It's an ideal introduction to quickly dive into the exciting world of AI automation. ___ 🌟 Introduce Yourself! Let's connect! Drop a quick introduction in the comments below—share who you are, your interests, and what you're aiming to achieve. Take a moment to browse through introductions from other community members and make connections with those who share similar goals. ___ 📈 Next Steps: Once you've completed your first agent, we encourage you to explore our advanced content, available exclusively to our paid community members: - N8N Automation Essentials - Advanced AI Agent Development - Building Interfaces for Your AI Automations - Creating SaaS Solutions for Your Business or Clients ___ 🎉 Excited to have you onboard! Let's build something amazing together!
1 like • Feb '25
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Yasy Vuax
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Active 27d ago
Joined Jan 22, 2025