- Experienced Full Stack Developer with extensive expertise in web development, including proficiency in creating RESTful APIs. Focused on Python for the past few years, specializing in frameworks like Django and Flask. Additionally, Proven proficiency in Data Science with 2 years of research and hands-on experience.
- 5 years of experience with SQL in designing database schemas, creating tables and proficient in SQL query across major database systems including MySQL, Postgres, and SQL Server.
- Having a strong knowledge of the DevOps philosophy, along with rich experience in AWS and Docker.
- Possess comprehensive knowledge covering the entire software development life cycle (SDLC).
- Demonstrated ability to deliver high-quality solutions, with a focus on stringent standards for code quality, performance, and scalability. Rich experience in unit and integration testing, debugging and problem solving.
- Possessing strong collaboration skills with ability to work and make an impact in a cross-functional environment.
- Quick and adaptable learner, excelling in fast-paced, diverse, high-performance environments.
🎓 Master's Study in Machine Learning (Shi's Google Scholar)
- Research Topic: Pain Detection from Biomedical Signals Master's thesis
- Publication: Tree-Based Models for Pain Detection from Biomedical Signals Springer proceedings, Paris, 2022
Tree-Based Models
Feature Engineering
Data Pipelines
Machine Learning Algorithms
Scikit-learn
PyTorch
TensorFlow
- Data Mining, Machine Learning, Deep Learning
🎓 Bachelor's Study in Computer Science
- Data Structures and Algorithms, Operating Systems, Computer Networks, Database Systems, Java, C++/C
🔭 I’m currently looking for a software engineer/ Data Engineer position in Canada.
- 🌱 I’m currently learning Spark
- 😄 Pronouns: Shi, 石, セキ
- ⚡ Fun fact: English (Fluent), French (Intermediate), Chinese (Native), Japanese (Advanced)