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Xiantong Chen | Backend Developer | Data Analyst | Artificial Intelligence Developer

I'm a seasoned software engineer with 6+ years of experience, primarily with startups in China. I excel in back-end development, image signal analysis, digital signal analysis, and mobile app development. Passionate about AI, I've been self-studying and writing blogs about new papers and technologies. My hobbies include researching and sorting out new advancements in the field.

LANGUAGES

Language Chinese Japanese English
Proficiency ★★★★★ ★★☆☆☆ ★★★★☆

SKILLS

Skill Proficiency Years of Experience Additional Details
SQL ★★★★★ 5 Expert in writing complex SQL queries and stored procedures. Familiar with database design and optimization using indexes and partitioning. Experience with SQL Server, Oracle, and MySQL.
Python ★★★★★ 5 Proficient in using Python for data analysis, machine learning, and web development. Familiar with popular libraries such as NumPy, Pandas, Scikit-learn, and Flask.
Java ★★★★★ 4 Expert in developing large-scale enterprise applications using Java and related frameworks such as Spring and Hibernate. Familiar with multithreading, performance tuning, and debugging.
C/C++ ★★★★★ 8 Familiar with object-oriented design, data structures, and algorithms. Experience with both C and C++11.
Data Analysis ★★★★★ 2 Proficient in using various data analysis techniques such as regression, classification, clustering, and time series analysis. Experience with tools such as Python, Kaggle.
Artificial Intelligence ★★★☆☆ 2 Familiar with popular AI techniques such as neural networks, genetic algorithms, and reinforcement learning. Experience with Pytorch.
Computer Vision ★★★★★ 5 Expert in developing computer vision applications using Python and OpenCV. Familiar with various techniques such as feature detection, image segmentation, and object recognition. Experience with both 2D and 3D vision.
Big Data ★★★☆☆ 2 Familiar with distributed computing and parallel processing using Hadoop and Spark. Experience with NoSQL databases such as MongoDB and Cassandra.

CERTIFICATES

Certificate Issued by Date Link
Google Data Analytics Google February 23, 2023 Coursera

WORK EXPERIENCE

Job Title Company Location Employment Period Job Duties
Dispatched employee Valeo Tsukuba, Japan Dec 2022 - Present System validation for vehicles-related
Senior Software Developer Petoi Shenzhen, China Apr 2021 - Aug 2021 Developed host applications for controlling Nibble and Bittle on all platforms, customized message packet formats based on Bluetooth protocol, used BLE for data exchange, and developed GUIs using Qt
Senior Software Developer Pxierra Guiyang, Guizhou, China Apr 2016 - Aug 2020 Managed teams and projects, tracked latest research in computer vision field, used frameworks like Python and OpenCV to prototype and verify algorithms, trimmed algorithms to match target platforms
Software Engineer in Big Data Chinese Academy of Sciences Guiyang, Guizhou, China May 2014 - Jan 2016 Developed a message receiver using Java and C with TCP/IP protocol, cleaned data, and forwarded it to the data center; collaborated with colleagues to create distributed data analyzers using Hadoop and Redis, provided data access interfaces for upper-layer apps

EDUCATION

Time Period Degree Institution Location
May 2022 – December 2022 Language Student Tokyo Institute for Japanese Language Tokyo, Japan
September 2011 – October 2014 Master of Science Macau University of Science and Technology Macau SAR, China
September 2007 – June 2011 Bachelor of Science Macau University of Science and Technology Macau SAR, China

Orlando Chen's Projects

fftw icon fftw

This repo is a clone version and contains auto compiling scripts in the 'build' folder. The original one is https://github.com/godock/fftw-build. Besides, I also added and modified some files to fix the bugs when you trying to compile the sources on the iOS platform. And the version of FFTW currently is 3.3.8.

learningnote icon learningnote

Regarding the demo program of the artificial intelligence basic algorithm, all the codes are implemented in the simplest form.

yolov1 icon yolov1

I reimplemented the YOLO v1 for study and figured out the principles behind the CNN network. The test dataset is MINIST. It is a Demo project.

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