An AI-powered hiring platform tackling unemployment and inequality in the IT labor market.
Instead of filtering candidates by outdated CVs, it evaluates real-world problem-solving, learning speed, and adaptability — giving self-taught developers, career switchers, and underrepresented talent a fair chance.

Working prototype launched at the Tech Innovation For Good hackathon, Torin AI is built to create meaningful social impact.

Traditional hiring filters out brilliant candidates without “perfect” CVs.

• Self-taught developers, bootcamp grads, and switchers rarely pass initial screenings.
• Companies waste countless hours on CV-based recruiting, only to discover gaps in practical skills.
• This fuels inequality and slows innovation.

Torin AI shifts the focus from past experience to future potential:

• Candidates prove adaptability by solving coding challenges in unfamiliar technologies, guided by an AI assistant.
• Employers access a transparent talent pool, with full visibility into the candidate’s thought process, learning curve, and problem-solving skills.
• The result: a fair, objective, and efficient hiring environment.

• Educational equity: Opens doors for candidates from non-traditional backgrounds.
• Economic empowerment: Creates career opportunities for young professionals worldwide.
• Unlocking hidden talent: Helps companies hire adaptive, future-proof employees who would otherwise be overlooked.

• Skills-Based Challenges: Candidates prove adaptability by solving tasks in unfamiliar technologies.

• AI-Powered Thought Process Analysis: Employers see how candidates think and learn, not just the final code.

• Talent Pool Dashboard: A clear, data-driven view to filter, compare, and select top talent.

• Objective Metrics: Evaluation across Potential Index, Learning Speed, and Code Quality for fair comparison.

• Bias-Free by Design: Removing CVs from screening ensures equal opportunity for every candidate.

• Framework: React with Vite
• Routing: React Router
• Styling: Tailwind CSS
• UI Components: Mantine UI & Headless UI
• Icons: Lucide React & Heroicons
• Code Editor: Sandpack (from CodeSandbox)

• Node.js (v18+ recommended)
• npm or yarn

# clone repo  
git clone https://github.com/vero-code/torin-ai.git  
cd torin-ai  
  
# install deps  
npm install  

npm run dev

Then open http://localhost:5173 in your browser.

npm run build
npm run preview

Pull requests are welcome! For major changes, please open an issue first to discuss what you would like to change.

This project is licensed under the MIT License - see the LICENSE file for details.