OBJECTIVERecent graduate with a solid background in Engineering (Industrial, Mechanical, Computer); in-depth knowledge of data analytics, machine learning, software development, and data modeling.SUMMARY• Data/Statistical Analysis: Strong primary/secondary research skills developed by conducting surveys and extracting data sets. Project experiences to perform experiment design (A/B testing) and analysis and present results with data visualization to different groups of audiences• Development and production: Knowledge of development tool (Git, JIRA, and Visual Studio). Exposure to data management systems (DBMS) such as SQL Server and MySQL• Tools and Software: Python (i.e., Pandas, NumPy), SQL, Flask, Excel, Access, HTML and CSS, MATLAB, Simulink• ML Algorithm: Supervised and Unsupervised learning, clustering, Regression, NLP, RNN, CNN, Reinforcement Learning, Deep Learning, Experience with ML frameworks such as Spark ML, TensorFlow • Computational Framework (Big Data Analytic): Apache Spark, Hadoop, Yarn, Ambari, Zappelin, Hive
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System Test EngineerGeneral MotorsCanada -
Software EngineerGeneral Motors May 2022 - Present -
Software Developer (Financial Analysis)Bell Sep 2020 - Apr 2022 -
Compensation AnalystBell Sep 2019 - Sep 2020 -
Project Analyst (Work-Integrated Learning)Gay Lea Foods Sep 2017 - Sep 2018Ontario, Canada● Collected data, prepared documentation, statistics and dashboards by using R, MATLAB and SQL.● Assisted with business process and workflow mapping/analysis using data capture and modelling technologies.● Performed research and incremental analysis for equipment and materials selection for new plants/upgrades. ● Assisted in the development of optimal practices, routines, and innovative solutions to improve production rates. -
Digital Device Analysis ProjectMcmaster University Sep 2017 - Sep 2018Toronto, Canada Area• Defined a new approach UDF (User Defined Function) for data collection; processed device data in Excel and SQL.• Optimized statistical efficiency and quality via the development and implementation of improved data collection approaches, data analytics, and other data-related strategies; provided analysis on data discrepancies.• Utilized Excel to collect, compile and analyze data from pivot tables and created graphs/charts.• Compared and tested linearity and variability based on recorded data by using R. -
Game Dataset Analysis (Pokémon)Mcmaster University Sep 2017 - Sep 2018Toronto, Canada Area• Used SQL and Python (Pandas) to maintain data integrity and select data when combining datasets with Apache Spark.• Performed data cleaning and validation using SQL such as window function and nested data exploration.• Analyzed the correlation between attack/defense levels and the average accuracy of each Pokémon’s moves. -
System Modelling And OptimizationMcmaster University Sep 2017 - Sep 2018Toronto, Canada Area• Optimized the models of production facilities, product demands and feedstocks availabilities by resolving constraints using Excel OpenSolver and MATLAB (used Genetic Algorithm).• Identified heuristic algorithms (i.e. Genetic Algorithm) using Excel OpenSolver and MATLAB to analyze the constraints and suggest feasible solutions.
Sean Sun Education Details
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Data Analytics -
Engineering -
Engineering
Frequently Asked Questions about Sean Sun
What company does Sean Sun work for?
Sean Sun works for General Motors
What is Sean Sun's role at the current company?
Sean Sun's current role is System Test Engineer.
What schools did Sean Sun attend?
Sean Sun attended University Of Toronto, Mcmaster University, Mcmaster University.
Who are Sean Sun's colleagues?
Sean Sun's colleagues are Altaf Shaikh, Mario Alfredo, Iboro Monday, Honest Abe, Greg Bunting, Kim Carey, Bianca Maria.
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