🤝 Let's Connect!

AI-powered recruitment tool that personalizes and automates placement communication for educational institutions.

---

💡 The Idea

Campus recruitment is still largely manual, repetitive, and impersonal.
Let’s Connect changes that — with an AI-first platform built to:

✅ Personalize outreach
✅ Save time
✅ Ensure brand consistency
✅ Improve recruiter response rates

---

🧠 What It Does

🎯 Solves These Key Challenges:

• ❌ Generic, one-size-fits-all emails
• ⌛ Manual effort from placement teams
• 🔁 Inconsistent messaging
• 💬 Missed opportunities due to bland communication

✅ Here's How We Fix It:

• 🤖 AI-generated messages tailored to company industry, culture & hiring goals
• ⚙️ Centralized coordinator workflow
• ✉️ One-click professional-grade email generation
• 📋 Easy customization + real-time preview

---

✨ Features At a Glance

🤖 AI Personalization Engine

• Tailors invites based on company domain & values
• Highlights skills & achievements dynamically
• Context-aware tone and phrasing

⚡ Automated Workflow

• Auto email generation with editable previews
• Multi-user coordinator support
• Supabase-backed session & user management

🧑‍💼 Professional Presentation

• Clean, branded email templates
• University profile auto-integration
• Secure login via OTP authentication

🔧 Configurable Options

• Skill points (4–7 bullet format)
• Per-department coordinator assignment
• Template tweaking without breaking structure

---

📈 Real-World Impact

🎓 For Institutions

• 3× faster outreach process
• Improved consistency & branding
• Less manual overhead for placement teams

🏢 For Companies

• Relevant, personalized communication
• Clear representation of student talent
• Easier decision-making on whom to engage

👨‍🎓 For Students

• Increased placement opportunities
• Better brand perception
• Higher-quality industry connections

---

🌐 Use Cases

Audience	Applications
📍 Placement Cells	Semester drives, brand management, company engagement
🏫 Universities	Inter-departmental hiring, alumni partnerships
🧑‍💼 HR Teams	Targeted recruitment, relationship building, events

---

🛠 Built With

Layer	Tech
Frontend	Streamlit
AI Engine	Mistral-based content generation
Auth	OTP login
Backend	Python, Supabase
Email	Gmail SMTP

---

🚀 Getting Started

🔗 Try It Instantly (No Setup!)

👉 Live Demo

💻 Run Locally

# Clone the repo
git clone https://github.com/yourusername/lets-connect.git
cd lets-connect

# Install dependencies
pip install -r requirements.txt

# Set up environment variables
cp .env.example .env
# Fill in your API keys and configuration

# Launch the app
streamlit run app.py

Open localhost:8501 in your browser and start building connections!

---

📊 Performance Metrics

• ✅ 90%+ satisfaction from placement coordinators
• 🚀 3× faster email generation process
• 💼 Higher recruiter engagement
• 📬 Zero formatting errors in outreach

---

🤝 Want to Contribute?

We welcome contributions from developers, placement teams, and recruiters!

1. Fork the repo
2. Create a feature branch: git checkout -b feature/your-feature
3. Commit changes: git commit -m 'Add feature'
4. Push and open a PR 🚀

---

💬 Support & Contact

📩 Email: jupgcsit2026@gmail.com 📌 Issues or suggestions? Open one on GitHub.

---

📜 License

Licensed under the MIT License.

---

👨‍💻 About the Project

Let’s Connect is built by JU MCA Placements (Batch of 2024–26) 🔗 Helping educational institutions modernize recruitment communication with smart, efficient tools.

---

❤️ Crafted with purpose. Designed for impact. ⭐ Star us • 🌐 Try Live

```