AI Model Development for Predictive Maintenance

I'm in need of an AI expert with a strong industrial background to help me develop an AI model for predictive maintenance. This project involves integrating the model into an API and testing it in real-world scenarios.

Your role will include:
- Providing both technical and strategic support to ensure the project's success within a tight deadline
- Enhancing the quality and effectiveness of the solution

The data available for training the AI model includes sensor data, log files, and operational telemetry. The project is specifically tailored for the manufacturing industry.

Key performance indicators (KPIs) for the AI model will primarily focus on prediction accuracy, response time, and resource efficiency.

Ideal skills and experience for the job:
- Extensive knowledge in artificial intelligence and machine learning
- Proven experience in the manufacturing industry
- Expertise in developing and integrating APIs
- Strong understanding of predictive maintenance
- Ability to provide strategic project support
- Experience with real-world testing of AI models
- Ability to work within tight deadlines