Hello, I am Xinyu(Azure) You, a software engineer and a growing data scientist. My Life motto is: to create, to experience.
I become interested in computers when I was at elementary school. At that time, the computer was still a big box and I was crazy about playing StarCraft with my friends.
When I was in high school, the smartphone appeared and I was attracted by this small rectangular box. With interest, I chose Software Engineering as my major.
Because I enjoyed the process of implementing my ideas by hand, I began to develop iOS App in college and launched my first App. Luickly, in my senior year, I interned in two companies in Beijing, China as a software engineer. I had a chance to participate in the development of billion-level App. In those experience, I learned about the path of industrial-level software development and made many friends.
Now, the wave of artificial intelligence is here. In simple terms, for traditional software, most of it is logical coding. We write code to teach computer how to do each step. It’s Clear, concise, and elegant.
While AI gives the machine certain self-study ability, which is learnning from data, somehow like humans, learning from mistakes, iteratively reducing the probability of making mistakes. Data Science gives us new insights. It’s interesting, isn’t it?
This is why I fall in love with CS.
What I am doing Now?
Python, Swift, Objective-C
Scikit-Learn, Pandas, NumPy, Matplotlib
Common Machine Learning Models
iOS App Development
Git, VS Code, XCode, Jupyter
UI Design with Sketch
This is my Google Summer of Code 2019 Project with Red Hen Lab.The Project goal is to design and develops an online course, to teach deep learning for students in the humanities and social sciences. The course will contain basic deep learning theory and labs case studies from multimodal communication.
Design and implement two online courses on the EduCoder platform, which by April 2019 has nearly 30,000 registered users from 605 universities:
1). Face Recognization Course: explain the basic principles and apply OpenCV, Dlib and Face Recognition to Face detection, Face feature extraction and Face Recognition
2). Web Development Basic Course:: including HTML and CSS basic knowledge and relevant practice project
Designed and implemented a Chinese Weibo automatic summary system
1). Collected and preprocessed the Weibo topic data set
2). Used Hybrid TF-IDF and TextRank etc. algorithms to summarize different topic sets and compared the performance through ROUGE evaluation
3). Implemented a Web System using Bootstrap and Flask framework
Pulse is a clean and beautiful Metronome.It helps you better your music feeling and skill.With Pulse, your play time will be much more joyful.
I independently complete the whole process from idea, design, coding, propaganda to the shelf.