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Wai Kit

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About Me

Education

• Singapore Institute of Technology
Bachelor of Engineering with Honours in Electronics and Data Engineering

• Temasek Polytechnic
Diploma in Electronics Engineering

My name is Wai Kit and I'm an AI Engineer at STMicroelectronics with 8 months of experience in machine learning and AI development. I have a strong passion for leveraging AI to create innovative, real-world solutions. I specialize in building intelligent systems for industrial and edge applications, with hands-on experience in developing and deploying AI models.

I aim to contribute to the advancement of AI-driven technologies by creating scalable and efficient solutions that address industry challenges while continuously expanding my knowledge in AI and IoT innovations.

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Experience

STMicroelectronics

AI Engineer (Full-Time)

May 2025 - Present

• Develop anomaly detection systems to flag abnormal tool behavior, supporting rapid containment of yield-impacting issues using PyTorch framework.

• Design AI models to detect defect patterns and identify root causes by analyzing multi-source data such as SPC charts, tool sensor logs, and process metadata.

STMicroelectronics

AI Engineer (Intern)

Sept 2024 - Apr 2025

• Create and deploy computer vision AI solutions utilizing convolutional neural networks using PyTorch framework and OpenCV.

• Design and implement IoT systems integrated with single board computers, microcontrollers, and sensors for industrial applications.

Agency for Science, Technology and Research

Assistant Engineer (Intern)

Apr 2017 - Sept 2017

• Developed an insect behavioural monitoring system that improved analytical & continuous reading capability for an extended period.

• Enhanced and presented data findings, reducing the effort of manual logging.