Perry Lin

Taichung City, Taichung City, Taiwan

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Timeline
About me
AI Engineer
Education
- 國立成功大學
  2021 - 2023
  Master of science - ms artificial intelligence & robotics
  碩士論文：基於注意力特徵融合與慢快取樣網絡之動物動作偵測Animal Action Detection Using Modified Slow and Fast Sample Rate Networks with Attentional Feature Fusion摘要：本論文提出了以動作偵測方法萃取影片中的特徵來分析動物行為，協助生態檢核中繁瑣且大量的分析監控影片的人工作業。改進了原本以人類資料為主的慢快取樣網絡架構，分析由生態顧問公司提供臺灣山區野生動物資料集，比較與AVA人類資料集之間的差異，提出適用於動物資料改進方法
Experience
- 友達光電
  Feb 2021 - Jul 2021
  Computer vision intern
  I work as an intern in AUO's advance manufacturing department(先進製造）, I developed an “automated x-ray cutting accuracy measurement system”(test accuracy rate is 95% )that uses deep learning and computer vision technology to merge three x-ray panel manufacturing processes (e.g., manual visual inspection to measure cutting status, manual input to compare product specifications, and manual measurement of panel ID).The project has been successfully tested on a clean room machine, saving the department the need to merge sites in the coming year and saving the department more than 460,000 NT dollars in labor costs annually. Show less
- 國立成功大學
  Sept 2021 - Aug 2023
  Research assistant
- 成大職業生涯教練計畫 ncku career coaching program
  Jan 2023 - Jun 2023
  Lam research member
- 友達光電
  Nov 2023 - now
  Artificial intelligence engineer
  Computer vision project team
Licenses & Certifications
- Ai accelerator program
  台灣人工智慧學校 aia - 台北總校
  May 2022
  View certificate
- Erp certificate (distribution module)
  Chinese enterprise resourse planning society
  Dec 2019
- Ipas certificate(android mobile app developer)
  經濟部產業人才能力鑑定(ipas)
  Feb 2019
- 2021 auo internship certificate
  友達光電
  Jul 2021
Honors & Awards
- Awarded to Perry Lin
  TSMC 智慧製造專案競賽,第七名 TSMC Mar 2023 TSMC 14B Intelligent Manufacturing
- Awarded to Perry Lin
  111學年度學院評選，學術表現優異研究生成功大學 Nov 2022
- Awarded to Perry Lin
  110學年度學院評選，學院學術表現優異研究生成功大學 Jun 2022
- Awarded to Perry Lin
  2022 友達光電菁英研發人才友達光電 May 2022 I was awarded a scholarship at AUO. This scholarship is available to interns who have won the top three places in internship competitions and are recommended by the company's manager and professor to submit a research project.
- Awarded to Perry Lin
  人工智慧加速器計畫, Good performance award 人工智慧學校 May 2022
- Awarded to Perry Lin
  2022 TSMC全國大專校園商業個案競賽, 入圍 ATCC Apr 2022 TSMC ESG case competition
- Awarded to Perry Lin
  2021 友達光電實習專案競賽, Excellence performance award 友達光電 Jul 2021 I Won first place in the manufacturing center and second place in the internship competition among AUO's 30 interns in 2021. The match underwent three stages: image category selection, manufacturing center selection, and general category selection.
- Awarded to Perry Lin
  2020 大專校院資訊應用服務創新競賽, 入圍總決賽教育部、資訊管理學會、台北電腦公會 Nov 2020 Development of “旅行書蛙-Learning Journey Recommendation Platform.” This project combines open data from the ministry of education and bus data from the ministry of transportation. The linking of the topics and subject labels between the teaching materials are used to recommend books of interest to elementary and middle school students. The goal is to increase the motivation of students to learn the curriculum and to promote the use of public sector resources. This project is a finalist in the… Show more Development of “旅行書蛙-Learning Journey Recommendation Platform.” This project combines open data from the ministry of education and bus data from the ministry of transportation. The linking of the topics and subject labels between the teaching materials are used to recommend books of interest to elementary and middle school students. The goal is to increase the motivation of students to learn the curriculum and to promote the use of public sector resources. This project is a finalist in the ministry of education open data group. Show less
- Awarded to Perry Lin
  2019 大專校院資訊應用服務創新競賽, 第一名教育部、資訊管理學會、台北市電腦公會 Nov 2019 Development of “耐人尋味- CRM platform for perfume recommendation.” This project started by collecting questionnaires from different types of users in the shopping district and calculating the relationship between users by comparing consumption data and perfume using preferences. Next, we recommend products to users who have the same choices.We propose a low-price perfume subscription system to analyze the data of different customer groups and send similar types of fragrances every month… Show more Development of “耐人尋味- CRM platform for perfume recommendation.” This project started by collecting questionnaires from different types of users in the shopping district and calculating the relationship between users by comparing consumption data and perfume using preferences. Next, we recommend products to users who have the same choices.We propose a low-price perfume subscription system to analyze the data of different customer groups and send similar types of fragrances every month. Finally, we determine the target audience's likes. We use this model to increase customer repurchase rates and brand loyalty. I won third place in the enterprise digital transformation and cloud applications group. Show less
- Awarded to Perry Lin
  2018 全國技專校院實務專題競賽, 第三名教育部 May 2018 Development of "IOT APP for Children's Sitting Posture Detection and Health Promotion.“ This project was approved by the ministry of science and technology (MOST). We use Bluetooth as a wireless communication method between hardware Arduino and software Android apps to transfer data, develop smartphone applications, and use NFC technology and 2D barcode to turn off the app's sedentary reminder bell. The goal is to use the mobile device app so that parents can keep track of their… Show more Development of "IOT APP for Children's Sitting Posture Detection and Health Promotion.“ This project was approved by the ministry of science and technology (MOST). We use Bluetooth as a wireless communication method between hardware Arduino and software Android apps to transfer data, develop smartphone applications, and use NFC technology and 2D barcode to turn off the app's sedentary reminder bell. The goal is to use the mobile device app so that parents can keep track of their children's sitting situation at work to avoid children with bad posture habits. Show less
- Awarded to Perry Lin
  2017 機器人運動競技三創專題競賽, 第三名中國工業職業教育學會 Jun 2017