Even Elite Computer Science Students Face a Crisis Amid AI Disruption
Interns 'Return' to Korean Firm Aceworks for Opportunities
Leading Practical Projects in Autonomous Driving and AI Verification
Professor Myungho Sunwoo: "Truly World-Cla

"Silicon Valley is in a 'blood bath' situation with mass layoffs. I actually think there might be more opportunities in Korea."
Participants of the overseas internship mid-term presentation held at ACEWORKS headquarters in Gangnam-gu, Seoul, on the 16th are taking a commemorative photo. From the left: Seungbum Park, CEO of ACEWORKS; Yujin Lee, Intern; Taehun Ryu, Intern; Yejin Jung, Intern; Seoyoon Yang, Intern; Oksun Yoo, Head of HR at ACEWORKS; Myungho Sunwoo, former Vice President of Hanyang University. Photo by Jongmin Paek, Tech Specialist

Participants of the overseas internship mid-term presentation held at ACEWORKS headquarters in Gangnam-gu, Seoul, on the 16th are taking a commemorative photo. From the left: Seungbum Park, CEO of ACEWORKS; Yujin Lee, Intern; Taehun Ryu, Intern; Yejin Jung, Intern; Seoyoon Yang, Intern; Oksun Yoo, Head of HR at ACEWORKS; Myungho Sunwoo, former Vice President of Hanyang University. Photo by Jongmin Paek, Tech Specialist

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Political instability in the United States, combined with a hiring freeze triggered by the adoption of artificial intelligence (AI), has prompted Korean students at prestigious overseas universities to turn their attention to the Korean industry.


The voices of the students attending the overseas internship mid-term presentation held on June 16 at the headquarters of Aceworks, an autonomous driving research company located in Yeoksam-dong, Gangnam-gu, Seoul, clearly reflected the changes brought about by the AI era.


The students currently interning at Korean mid-sized companies are enrolled at some of the world's top universities, such as Carnegie Mellon University in the United States, Georgia Institute of Technology, and the University of Toronto in Canada. Taehun Ryu, an intern from the Georgia Institute of Technology majoring in computer engineering, said, "After finishing my freshman year and returning from military service, the situation had changed drastically. There are no internship opportunities." He even used the term "blood bath" to describe the situation.


Instead of looking to the United States, the students set their sights on Korea. Coincidentally, Aceworks significantly increased its overseas intern recruitment this year. CEO Seungbeom Park explained, "I wanted to take on the challenge of creating a future mobility K-culture together with global interns."


The students gained hands-on experience at domestic mid-sized companies, work that would be difficult to obtain even at major American tech companies. The presentation on this day also served as a mid-term review of their work, namely their research.


Yujin Lee, an intern from Carnegie Mellon University's School of Computer Science, presented a project on "Automation of Autonomous Driving Error Analysis Based on Large Language Models (LLM)." By enabling LLMs to analyze tens of thousands of log files generated by autonomous vehicles, the time required for developers to manually check errors was reduced from 30 minutes to 14 minutes. The approach drew attention for utilizing AI not merely as a coding assistant, but by integrating it directly into the vehicle data and hardware verification processes.

Yujin Lee, an intern at Aceworks, is presenting on LLM-based autonomous driving error analysis automation. Photo by Paek Jongmin, tech specialist

Yujin Lee, an intern at Aceworks, is presenting on LLM-based autonomous driving error analysis automation. Photo by Paek Jongmin, tech specialist

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Taehun Ryu focused on "Automation of AI Interface Verification." His work stood out for automating procedures that previously relied on manual verification, thereby improving both development efficiency and stability. Seoyoon Yang, an intern from the University of Toronto's Department of Mechanical Intelligence, introduced fine-tuning of "traffic light model edge cases," which are difficult for autonomous driving models to discern. Yeo Jin Jeong, an intern from the University of Toronto's Department of Industrial Engineering, took on the challenge of building a RAG (Retrieval-Augmented Generation) system for internal knowledge asset management.


The interns expressed a high level of satisfaction with the program. They agreed, "At major American tech companies, you might end up working on a very small part of a vast system, but here, we were able to design the entire pipeline that integrates hardware and AI and make immediate practical contributions."


Satisfaction with the organizational culture and training was also high. Jeong commented, "The SDV division head provided detailed mentoring, from how to present to specific work guidelines, allowing me to quickly learn practical skills I couldn't acquire at school." The interns also praised the horizontal communication environment, such as having coffee breaks with the CEO. After the event, they even experienced company dinners with employees, something rarely encountered in the United States.


Their perception of employment in Korea has also changed. Ryu said, "Recently, many excellent companies with global competitiveness have emerged in Korea, and if you can find a position where you can utilize your abilities, I now see employment in Korea as a real opportunity," adding, "I'm even becoming interested in starting a business."


Myungho Sunwoo, former Vice President of Hanyang University and a pioneer of autonomous driving research in Korea, who attended the event, commented, "I have taught more than 8,000 engineers over the past 35 years, but this level of data comprehension and presentation skills is truly world-class."



Aceworks plans to establish a hybrid collaboration model that will enable the interns to continue their projects remotely while they return to school and pursue their studies.


This content was produced with the assistance of AI translation services.

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