gaussic
Data Scientist
Shanghai, China
Summary
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Rockstargaussic is a Shanghai-based data scientist with 11 years of experience specializing in data science, deep learning, and natural language processing. They combine practical ML engineering with back-end development skills, evidenced by TensorFlow-based text classification work and a Spring MVC demo for blog management. Their open-source contributions include building CNN/RNN models and robust data preprocessing pipelines for Chinese text (THUCNews/cnews), showing attention to reproducible training, evaluation, and model persistence. Comfortable across the ML stack, they bridge data preparation, model implementation, and production-ready tooling. An under-the-radar strength is their fluency in both research-oriented model design and pragmatic web/backend engineering, enabling end-to-end delivery of NLP solutions.
10 years of coding experience
Github Skills (24)
python10
mysql10
machine-learning10
spring-mvc10
text-classification10
java10
data-preprocessing10
mask-rcnn10
javas10
tensorflow10
faster-rcnn10
jsp9
spring9
mvc9
natural-language-processing9
Programming languages (5)
Github contributions (5)
gaussic/text-classification-cnn-rnn
Aug 2017 - May 2019
CNN-RNN中文文本分类，基于TensorFlow
Role in this project:
Data Scientist
Data ScientistContributions:55 commits, 3 PRs, 50 pushes in 1 year 8 months
Contributions summary:Gaussic contributed significantly to data preparation and model implementation within the text classification project. Their work included creating helper scripts for processing and organizing the THUCNews dataset, including splitting the data into training, testing, and validation sets. They developed a cnews loader for data preprocessing and built a CNN model for text classification, covering model configuration, training, and evaluation. The user also integrated model saving and testing functionality.
rnndeep-learningfasttextrnn-tensorflowtext-classification
gaussic/SpringMVCDemo
Mar 2016 - Jun 2017
This is a demo of my spring mvc project.
Role in this project:Back-end Developer
Back-end DeveloperContributions:25 commits, 5 PRs, 21 pushes in 1 year 3 months
Contributions summary:Gaussic contributed to a Spring MVC demo project by adding and modifying features related to blog management. Their work included the addition of database schema (SQL) for blog and user entities, as well as adding functionality for blog creation, display, modification, and deletion. The user also implemented views using JSP to display and manage blogs.
spring-bootspringmvcspring-mvcspringspring-mvc-project
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