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Zhuyi Xue
Verified Expert in Engineering
Machine Learning Developer
Zhuyi is a skilled Python developer with over seven years of experience. He is also proficient in JavaScript and Scala. He has collected experience in a wide array of technologies with strong focuses on PyData stack, Django, and cloud computing. He is very detail-oriented and proactive, with great communication skills.
Portfolio
Experience
Availability
Preferred Environment
Tmux, Git, Emacs, Linux
The most amazing...
...web app I've built tracks usage from over eight supercomputers across Canada for my research group.
Work Experience
Computational Biologist
Genome Sciences Centre
- Developed multiple pipelines for analyzing massive genomics data in Python.
- Wrote tests with over 80% coverage for an analysis pipeline and developed a progress tracking dashboard in Django.
- Leveraged a Google Cloud platform to deploy massive computation with 15,000 cores.
Lead Developer
TotalWebmaster
- Developed both back-end using the WebApp2 framework and front-end in AngularJS.
- Designed the database in Google Cloud Datastore.
- Developed the daily task pipeline of fetching data from Google Search Console and exporting the data into Google Cloud Datastore and Google BigQuery tables.
- Designed and built the front-end dashboard in NVD3.
- Developed the build-deploy-test workflow in Gulp.
Experience
Answer Set for Stanford CS229
90 GitHub stars
1.5k views biweekly
Sutton-barto-rl-exercises
http://github.com/zyxue/sutton-barto-rl-exercises30 GitHub stars
Ncbitax2lin
http://github.com/zyxue/ncbitax2linFor example, the taxonomic lineage of human beings is Eukaryota > Chordata > Mammalia > Primates > Hominidae > Homo > Homo sapiens.
37 GitHub stars
SamFormat
http://www.samformat.info/Google rank 2nd if searching for "sam flag" as of this entry.
RLjs
TPR Parser
http://github.com/MDAnalysis/mdanalysis/blob/master/package/MDAnalysis/topology/tpr/utils.pySkills
Languages
Python, JavaScript, HTML, SQL, Scala, CSS
Frameworks
webapp2, Scrapy, Django, Flask, Django REST Framework, Apache Spark, Bootstrap, Redux, AngularJS
Libraries/APIs
Pandas, Scikit-learn, SciPy, Matplotlib, NumPy, TensorFlow, PyData, D3.js, Google Maps SDK, jQuery, React
Tools
Emacs, Pytest, IPython, BigQuery, Git, Tmux
Platforms
Jupyter Notebook, Google App Engine, Linux, Heroku, Google Cloud Platform (GCP), Google Cloud Engine, Amazon Web Services (AWS), Meteor
Industry Expertise
Bioinformatics
Storage
Google Cloud Storage, Google Cloud Datastore, MySQL, PostgreSQL, MongoDB
Other
Machine Learning, Software Development
Education
Master of Science Degree in Data Science
University of Toronto - Toronto
Certifications
Google Cloud Certified Professional Data Engineer
Google Cloud