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Software Developer Data Analyst

Toronto, ON, Canada
March 16, 2020

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Jeffrey Quach

Full-Stack Developer

***-*** ***** ** *

Toronto, ON, M5V 1C1



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.


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, 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

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