Chenglong(Arthur) Song
Melbourne,VIC
Summary
Proficient in Python and Java, with hands-on experience in PyTorch and TensorFlow frameworks. Skilled in data analysis using numpy and pandas, and adept in computer vision with the Pillow library. Well-versed in machine learning models and neural network architectures, including CNN, LSTM, and Transformer. Knowledgeable in SQL databases and their operations. Actively seeking a position in software development or data analysis to leverage these skills.
Overview
3
3
years of professional experience
Work History
Software Development Intern
Wind Information Co., Ltd
01.2023 - 07.2023
- Generated training and testing data cards using Python's Faker and Pillow libraries
- Constructed a model based on CNN using PyTorch for data training
- Trained the model using a mix of Stanford's open-source dataset of cards and other non-card images.
Illustrator (contract)
Shanghai Shawa Culture Media Co., Ltd
01.2021 - 01.2022
- Familiarized with the company's business model and operational processes, consistently using Procreate for artistic creation
- Collaborated effectively with leaders to refine and enhance artwork
- Recognized the company's ambition to develop a product similar to Procreate and smoothly transitioned to using the company's proprietary software and plugin for creative tasks.
Education
Highlights: Design and Analysis of Algorithms (86%), Linear Algebra (98%), Data Modeling and Decision making (85% -
Master of Information Technology -
Monash University
12.2024
Introduction to databases, Algorithms and programming foundations, Introduction to computer architecture and networks - undefined
12.2022
Bachelor's Degree - Information Management and Information System
Shanghai University
06.2022
Skills
- Proficient in Python and relevant libraries(bumpy, pandas)
- Machine learning and deep learning knowledge
- Proficient in Java
- C sharp, MVC, net
- Statistical Data Gathering
- Interpersonal and Social Skills
Hobby
proficient in sketch
Languages
English
Professional Working
Chinese (Mandarin)
Native or Bilingual
Timeline
Software Development Intern
Wind Information Co., Ltd
01.2023 - 07.2023
Illustrator (contract)
Shanghai Shawa Culture Media Co., Ltd
01.2021 - 01.2022
Highlights: Design and Analysis of Algorithms (86%), Linear Algebra (98%), Data Modeling and Decision making (85% -
Master of Information Technology -
Monash University
Introduction to databases, Algorithms and programming foundations, Introduction to computer architecture and networks - undefined
Bachelor's Degree - Information Management and Information System
Shanghai University
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