A passionate Electrical Engineering student at National Taiwan University with a strong interest in software develop, machine learning, and data science. Since Sep 2023, I have been a undergraduate research student in Speech Processing and Machine Learning Lab (Professor Hung-yi Lee). My skill rangingfrom TTS, SSL, Unsupervised ASR, Efficient fine-tuning, to Cross-lingual In-context learning in the first-stage research. Now I am conducting “prompt engineering” research project with collaborations with Intel Corp.Also, I has experieced in embedding system(Rpi, linux) and verilog in several course project and Hackathon.------We(NTUEESA) really welcomes collaboration invitations from various companies.
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Software Engineer Intern - Ml ScientistAsusTaiwan -
Deep Learning Engineer InternMediatek Research 聯發創新基地 Sep 2024 - PresentCambourne, England, Gb- Research and fine-tuning Spoken LLM- Supervised by Prof Hung-Yi Lee -
Ai & Product Engineer InternNxp Semiconductors Jul 2024 - Oct 2024Eindhoven, Noord-Brabant, Nl- Built an LLM application prototype to streamline Product Engineers' wafer defect workflow, collaborating with Fellow/PE from Singapore and USA. The application could reduce wafer defect analysis time from several days to just a few hours in specific user cases.- Developed a prototype LLM application with Autogen Studio and Llama, creating an local generative AI tool in anomaly detection. -
PresidentNtuee Student Association Aug 2023 - Jul 2024Tw- Led a team of 35 officers to provide services to over 900 students.- Securing over 300,000 NTD in corporate sponsorships, doubling the surplus.- Became a partner of the Taipei City Government Department of Information Technology. -
Internship TraineeNtu Critical Thinking And Problem Solving (Ctps) Jan 2024 - May 2024- Assisted a co-working space startup in improving the correlation between internal space audit metrics and NPS.- Increasing the correlation coefficient from 0.1 to 0.48. - Reduced the discrepancy between space metric scores and actual user ratings by 31%.- Directed by Sherman Lee (CSO of Far EasTone). -
Ceo Office InternLeadbest Mar 2023 - Jun 2023Xinyi Dist., , Tw- Developed payroll conversion programs and research OpenKM.- Assist the marketing team to survey industry research related to digital transformers, NFT, Web3. -
Undergraduate Research AssistantNtu Medical Informatics Lab(Prof Lai) Sep 2022 - Jun 2023- Analyze 10,000+ virus datasets using biostatistics, Python (scikit-bio), and R to develop data analysis and visualization pipelines.- Collaborated with NTU Hospital on research projects.- Publication: Signatures of lower respiratory tract microbiome in children with severe community-acquired pneumonia using shotgun metagenomic sequencing
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Teaching Assistant薪哲文理補習班/Pc科學教育中心 Sep 2018 - Jun 2021- 雄中科學班二階甄試模擬面試關主、實驗輔導老師- 雄中科學班甄試筆試輔導老師- 物理科小論文指導老師(輔導薇閣高中學生取得優等)
Kuan-Yi Lee Education Details
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National Taiwan UniversityElectrical And Electronics Engineering -
Kaohsiung Municipal Kaohsiung Senior High School (Kshs)資訊組/物理組(Computer Science/Physics)
Frequently Asked Questions about Kuan-Yi Lee
What company does Kuan-Yi Lee work for?
Kuan-Yi Lee works for Asus
What is Kuan-Yi Lee's role at the current company?
Kuan-Yi Lee's current role is Software Engineer Intern - ML Scientist.
What schools did Kuan-Yi Lee attend?
Kuan-Yi Lee attended National Taiwan University, Kaohsiung Municipal Kaohsiung Senior High School (Kshs).
Who are Kuan-Yi Lee's colleagues?
Kuan-Yi Lee's colleagues are Sanjaykumar Rathod, Kuan-Lun Chen, 韩圆圆, Luis Fernando Suarez Alcivar, 董自强, Ahmed Kasim, Noni Maya.
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