Pohan Chen Email & Phone Number

台灣 桃園市

SMAI (Smart Manufacturing & Artificial Intelligence)

台灣 臺北市

• Built internal web service for 2000 firefighters and civil servants to search, analyze and visualize using Flask, MySQL and Nginx (language based on Python and Typescript). Done integration testing and unit testing.
• Verified the 119 dispatch system’s efficacy and report back to its engineers.

台灣 桃園市 平鎮區

• Built new features for teachers and students to apply for documents and book conference rooms using Javascript, jQuery, MySQL and Python.
• Troubleshot and obtained logs from webserver using Splunk.
• Website: http://www2.ee.ncu.edu.tw/index.html

台灣 桃園市 平鎮區

• Designed lectures and solved problems online.
• Evaluated grade examinations and assignments.

台灣 桃園市 平鎮區

• Proposed a method to enhance the Medical OCR error correction rate by 7% using self-built confusion word set.
• Done feasibility study of ICD-10 Classification using PLM and NER using BiLSTM-CRF which achieved a F1-score of 71.15%.
• Cooperated with cross-domain experts to design and implement frameworks and deep learning solutions.

台灣 桃園市 平鎮區

• Designed and created programming projects -Captcha- for 150 students using self-generated dataset.
• Built web service for online evaluation and benchmark.
• Evaluated grade examinations and assignments.

Master'S Degree, Electrical Engineering | Nlp Lab., Average Gpa : 4.17/4.3, Department Ranking : 14/118

Natural Language Processing, Information Extraction, Deep learning Master Thesis : Ingraining Domain Knowledge in Language Models for.

Bachelor'S Degree, Mechanical Engineering, Department Ranking : 6 / 39