Hello There! I am Tony-Fan(范紀予)
Now Focus :NLU ,CV ,DataMining , Backend(GO,Python)
Hello There! I am Tony-Fan(范紀予)
Now Focus :NLU ,CV ,DataMining , Backend(GO,Python)
0987558425\ 0766060704
National Taiwan Normal University: Computer Science, 2022-Present
LAB: KDD(KNOWLEDGE DISCOVERY AND DATA MINING
NSTC Project: Analyzed web user mental health
Predicted whether the mental health of posters is healthy or unhealthy.
Used prompt-based learning (few-shot learning method) to identify unhealthy stances.
Thesis topic: Text classification under noisy data
Uppsala University, Information Technology: Double degree with NTNU (2024-2025)
Focus on the LLM applied in Human-Computer Interaction (HCI)
National Chung Shing University: Marketing, 2013-2018
Chongqing University: Industrial Management , 2017
I am always at the forefront of state-of-the-art technology and keen on joining tech communities such as LINE Developers, COSCUP, and others. As a young and talented professional, I specialize in Data Science and possess strong expertise in Backend Development. I constantly strive to step out of my comfort zone, having taught myself coding and data science.
I am a dedicated and skilled professional with a strong focus on Natural Language Processing (NLP) and Data Mining. I have extensive experience in back-end development and research assistance, with a proven track record of improving system performance and developing innovative solutions.
Currently pursuing a dual degree in Information Technology at Uppsala University and Computer Science at National
Taiwan Normal University.
Uppsala UniversitySocial Robotics @ Lab Intern Feb2025-Present (Python)
Develop a social bot to help users manage their diet and fitness through personalized interaction.
Institute of Information Science@Research Study Assistant Jun2023- Apr 2024 Language: Python
Developed the RAG system that answers questions related to Sinica services.
Clarify ambiguous questions from users with limited domain experience.
Work with Professor Ku, Lun-Wei
Rapixus Inc@Backend Intern Mar2021 - JUl2022 Language:Golang
Improved architecture design, and increased development performance by 10%
Developed a Secure Update API using DFS to identify all security issues and merge branches with repeating security issues.
Worm Hole Inc@Backend & Data-Engineer Mar2021 - Mar2022 Language:JAVA/Python
Developed an Intelligent Manufacturing System that reduced electric consumption by 5% through machine life cycle prediction, minimized annual waste, and optimized manufacturing speed for maximum efficiency.
Developed an IQC System, overseeing the complete system design from start to deployment.
鴻久科技 @ Warehousing Specialist Aug 2018 - Jul 2019
Quality management of incoming and outgoing goods
Building good business relationships with material suppliers
Supply management of raw materials, inventory, and finished products
Market trend forecasting to control safe inventory levels and avoid supply shortages
Project management process planning and implementation
Management of online store
Data Science:
NLP
Machine Learning
Deep Learning
Computer Vision
Programming:
Python (Bert,Yolo,FedML),
GO(Architecture Design,Api)
JAVA(Spark,Tomcat)
Linux Shell
Cloud System:
AWS
Visualization:
Matplotlib,
D3,
Seaborn ,etc
Language:
English (TOEIC 775),
Chinese(Native Speaker).