TsuTing Lin
Software Engineer
Taipei City, Taiwan
I am a highly skilled software engineer with a solid background of developing a wide range of technical projects. My expertise includes experience of creating Android mobile applications, as well as developing back-end programs for Windows systems. Currently, I'm focused on conducting research and development in the field of machine learning, with a particular interest in neural networks. I possess a strong understanding of deep learning algorithms, and am skilled in the construction of machine learning modules and big data analysis.
Autobiography
My parents have often taken me to Eslite to read books since childhood, which formed my habit of reading. This laid the foundation for my extraordinary learning speed and the breadth of my skills and knowledge. The most important thing is that I deeply understand my own insignificance and the importance of working with others.
If family taught me the basics of being a person, then books taught me how to connect with the world. Through them, I was able to stand on the shoulders of giants, enrich myself, and achieve my goals. At 17, I entered the field of investment, self-taught investment management and self-created investment models. In college, I encountered the most beautiful subject of my life-programming. I love this powerful technology that can develop and realize ideas in my mind. So, based on my college studies, I self-taught Java, Python, SQL, and other software technologies. And at 22 years old, I started accepting programming projects on my own. Among them, machine learning is the most fascinating field for me. I have developed several applications and prediction tasks using deep learning. Later, I devoted myself to participating in kaggle competitions and competing for the Grandmaster's title.
Experience
Software Engineer • Freelance
February 2021 - Present
Gained experience :
· Develop mobile applications.
· Developing Windows system applications.
Call Center Specialist • 學習王科技股份有限公司
September 2019 - October 2020
Banqiao District, New Taipei City, Taiwan
Gained experience :
· Responsible for solving customer's problems with products.
· Using speaking skills to actively promote a company's products.
· Cold Calling.
Achievement :
Monthly transaction NO.1
English tutor • Freelance
September 2017 - October 2018
Banqiao District, New Taipei City, Taiwan
Gained experience :
· Make teaching materials
· Arrange a teaching process and plan
Achievement :
GSAT score of tutoring students reaches 14 (full score is 15)
Education
Tatung University
Electrical and Electronics Engineering
2018 - 2022
Club Positions
PR, Host, Event manager
Projects
Python project - Cryptocurrency Analysis
1. Familiar with Python
2. Application of crawler technology
3. Application of mathematical models
4. Investment and financial management theory
5. Self-created trading model
Deep learning project - Style Change
1. Data processing
2. Feature analysis
3. Construct neural network model
Deep learning project - Dogs vs Cats
1. Draw graphs to analyze training loss and verification loss curves
2. Tuning hyperparameters
3. Use data augmentation and other methods to improve accuracy
Java project - 紫微斗數排盤
1. Familiar with Java
2. Make good use of algorithms and data structures to improve performance
3. Interface the application program
4. Freelance case
Android projects - Stock portfolio
1. Familiar with Android studio, Java
2. SQL backend application
3.xml interface design
Self-expectation
My two primary goals upon joining your esteemed company are:
To create more value for the company: My experience in self-development and investment management will assist in the development of better products and provide professional advice and perspectives. My experience of managing a Medium account can also help expand the company's network and increase its influence.
To grow alongside my colleagues: Collaborating on development projects and sharing knowledge will enable us to improve our programming skills and proficiency in foreign languages, which will foster a sense of competition and learning among the team. As the employees' abilities improve, the company as a whole will benefit.
Skills
Software Development Machine Learning Neural Networks Deep Learning Java Python Android Studio C
Electrical Engineering Big Data Analytics Financial Management SQL NoSQL Communication Skills
Languages
English — Professional working proficiency Japanese — Professional working proficiency Mandarin — Native or bilingual proficiency
