Jeffrey Quach
Full-Stack Developer
Toronto, ON, M5V 1C1
adcbwq@r.postjobfree.com https://github.com/jeffquach
SUMMARY
A full-stack and machine learning developer with a keen interest in using modern software development practices to develop software and improve organizational efficiency. Comprehensive experience developing full-stack web applications using industry accepted best practices.
SKILLS
Programming Languages: Python, C++, Java, C#, Ruby, Javascript Tools/Frameworks: PyTorch, TensorFlow, Scikit-learn, Flask, Elasticsearch, Docker, Microsoft SQL Server, PostgreSQL, MySQL, Pandas, Node.js, Angular.js, Flask, Ruby on Rails, Android
Languages: English (fluent), Mandarin (fluent), Cantonese (conversational) EXPERIENCE
Ministry of the Solicitor General, Toronto, ON - Data Analyst April 2019 - December 2019
● Collaborated with team members to develop reports and analytical solutions for clients
● Wrote SQL scripts to query databases to extract relevant data for reports
● Analyzed large volumes of data to create straightforward and uncomplicated data solutions
● Developed NLP models to efficiently query data in dashboards Ministry of Economic Development, Job Creation and Trade, Toronto, ON - Machine Learning Developer
June 2018 - March 2019
● Used machine and deep learning to develop tools to automate tasks and increase worker productivity and efficiency
● Developed and productionized NLP models for various classification and recommendation applications
● Conducted presentations to demonstrate the benefits of machine learning tools
● Developed web applications using Flask to integrate machine learning tools in a user-friendly interface
● Mentored junior team members on software development best practices Ontario Digital Service (ODS), Toronto, ON - Software Developer October 2017 - June 2018
● Used statistical data analysis techniques to quantitatively help drive organizational decisions and improve business efficiency
● Performed data cleaning and preprocessing over large sets of unstructured data to create visualizations and summaries for various public facing products
● Architected and scaled backend infrastructure and APIs Ontario.ca, Toronto, ON - Software Developer
October 2016 - October 2017
● Enhanced core search platform by tuning and developing query templates for full-text search system
● Developed a web crawler to aggregate data from ministry websites into a single search index to create an improved search experience
● Made frontend bug fixes and optimizations to enhance user experience Cabinet Office, Toronto, ON - Junior Software Developer May 2014 - October 2016
● Used TDD to improve various news-oriented websites
● Managed and administered a cluster of servers and services on AWS
● Made bug fixes and improvements to various public and internal websites EDUCATION
University of Waterloo, Waterloo, ON - Honours Bachelor of Science, Kinesiology 2006 - 2011