Justin Kim Email & Phone Number

- Design, development and production of data models for automated reporting in Mixpanel and Tableau- Creation and production of A/B testing service. Data model and tableau dashboard allowed for stakeholders to have reporting on any A/B test run on platform- Led analytics engineering initiative to implement guidelines and best practices for production ready data for Tableau, Mixpanel and Databricks

Toronto, Ontario, Canada

- Design, development and production of data models for automated reporting in Looker and Tableau- Creation and production of A/B testing service. Data model and upstream integration allowed for stakeholders to have real-time reporting on any A/B test run on platform- Development and deployment of compensation service which takes user KPIs and calculates optimal compensation based on ranked performance. Model created in databricks notebook and productionalized using MLflow

Toronto, Canada Area

- Designed and developed company standard client dashboards in PowerBI, allowing for standard reports such as KPIs and summary reports to have 99 percent uptime for all clients.- Designed and automated various summary reports in Python and SQL, which caused an increase of team efficiency of 80 percent through the time saved by automation.- Co-Designed and developed the standard data set as used in all of company-wide reporting, standardization allowed clients to know exactly what the… Show more - Designed and developed company standard client dashboards in PowerBI, allowing for standard reports such as KPIs and summary reports to have 99 percent uptime for all clients.- Designed and automated various summary reports in Python and SQL, which caused an increase of team efficiency of 80 percent through the time saved by automation.- Co-Designed and developed the standard data set as used in all of company-wide reporting, standardization allowed clients to know exactly what the service is and the scope of operations.- Developed risk analysis model for patient health insurance, allowing for clients to make more accurate financial decisions based off risk factors for each patient. Show less

Toronto, Canada Area

- Developed data cleaning algorithms and automation in Python to consolidate thermometer usage data into machine learning ready data sets, allowing for an increase of team efficiency by 50 percent by allocation of resources elsewhere.- Designed and tested random forest, logistic and multi-linear regression predictor models to find predictor model that had below 10 percent mean error rate.- Performed model validation techniques to confirm model accuracy using consistancy check… Show more - Developed data cleaning algorithms and automation in Python to consolidate thermometer usage data into machine learning ready data sets, allowing for an increase of team efficiency by 50 percent by allocation of resources elsewhere.- Designed and tested random forest, logistic and multi-linear regression predictor models to find predictor model that had below 10 percent mean error rate.- Performed model validation techniques to confirm model accuracy using consistancy check techniques, allowing for finalized model to accurately predict results with 5 percent error rate. Show less

Toronto, Canada Area

- Created algorithms to mainstream data collection from the Chatter Research customer feedback web application in SQL, which improved visibility and collection speed.- Raised data collection efficiency by 40 percent through SQL automation, improving team members efficiency by allowing for resource allocation in other areas.- Drafted data collection and cleaning guideline for future employees and coworkers to follow to improve onboarding experience and increase efficiency.

Bachelor Of Applied Science - Basc, Statistics

Education record

Captain of Varsity Ultimate Disc Member of Varsity Boy's Volleyball Member of Varsity Boy's Basketball