【LIGHT SEEKER 全英文暑期實習計畫】AI Model Development Intern

About LIGHT SEEKER Program
LIGHT SEEKER is LITEON Technology's all-English summer internship program.
This year, we've taken it up a notch by adding more exciting elements and diverse training courses. You'll have the chance to connect with interns from around the world, and through departmental internships, you'll deeply explore LITEON, discover your true self, identify what you truly value, and even have the opportunity to secure a pre-offer

Wanna know more about LIGHT SEEKER >> Check it out
Mandarin version: https://vocus.cc/article/6756af95fd897800019ca395
English version: https://vocus.cc/article/6756af6efd897800019c9fab

LITEON DAY Online Live Briefing

Join us on Friday, April 11th for the LITEON DAY online live briefing. We will introduce the internship program to provide you with more detailed information.

Fill out the talent pool registration form now to sign up for the briefing!
>> https://forms.office.com/r/VexQQig1vC



Our Team:

Our target is applying new technology(IT, OT and big data architecture) and develop hardware/software to enhance LED semiconductor production line's capability/efficiency/yield.

1. Enhancing Yield and Quality through IT/OT/data analysis.

2. Developing IoT Solutions for Equipment Monitoring

3. Optimizing Equipment Stability and Utilization

4. Process transparency through Big Data Analysis

5. Strengthening Production Traceability.

Goals:
To develop an AI tools that uses anomaly detection to classify defective products from AOI data, specifically a Convolutional Neural Network (CNN), that can analyze defect images from Automated Optical Inspection (AOI) stations and correlate them with process engineers' defect analyses. This approach aims to identify potential process risks and causes of defects, thereby accelerating the abnormality judgment process in the LED semiconductor production line.


Project Content:
1. Data collection, cleaning and preprocessing them to ensure they are suitable for training the AI model

2. Developing quality defect classification models, train the model using the preprocessed dataset to recognize and classify various types of defects.

3. Root cause analysis of defect, validate the model's accuracy and refine it through iterative testing and feedback.

4. Utilize the AI model to identify potential process risks and root causes of defects. Provide actionable insights to process engineers to mitigate identified risks and improve production quality.

5. Using the available data to exploring additional AI applications.

Milestones:

．7/11 Project Proposal

．7/25 Check point to make sure intern is on the right track

．8/8 Project Handout

．8/22 Presentation

．8/27 Light Seeker Day

Deliverables:

1. A fully trained and validated AI model capable of analyzing AOI defect images.

2. Seamless integration of the AI model with the existing AOI systems and production line.

3. A user-friendly interface or dashboard for engineers to access AI-generated insights and recommendations.

LIGHT SEEKER summer internship program is now open for applications, with the deadline on April 15th.

• Mid-April: Online Testing
• April - May: Interview Process
• Mid-May: Offer Announcement