Caroline Davey Email & Phone Number

San Francisco, CA, US

San Francisco, CA, US

Waterloo, Ontario, CA

• Partnered with Meals on Wheels (London, Ontario) to develop analytics platform to automate and optimize their Meals for Wellness ride service assignments
• Worked closely with stakeholders to understand business needs, define and prioritize requirements and formulate solution design
• Developed multiple iterations of optimization models for ride assignment considering real-world constraints such as distance, cost and client-volunteer relationships
• Acted as technical team lead for architecture design and development
• Implemented data processing and simulation framework, linear programming models and key performance indicator measures in Python (pandas, CPLEX) to analyze different assignment models and heuristics
• Developed user-interface for non-technical users to execute heuristic solution and receive ride service assignments

Waterloo, Ontario, CA

• Supported gender equity research to understand the differences in undergraduate engineering application rates between men and women
• Completed literature review, qualitative and quantitative analysis tasks for feature engineering
• Developed data processing framework and implemented SVM machine learning model in Python (scipy, numpy, pandas, seaborn)
• Interpreted linear regression model and quantitative analysis to draw meaningful conclusions

San Francisco, CA, US

Santa Monica, California, US

• Performed product analysis in Python, SQL in BigQuery and created visual representations to share findings with product managers and help drive product design
• Measured the impact of A/B tests through statistical testing in Python, investigated anomalies, interpreted and communicated results to stakeholders
• Improved A/B testing framework by aggregating user metrics with ETL (extract-transform-load) work in AirFlow, implemented feature improvements in Python and made recommendations for additional functionalities

Toronto, Ontario, CA

• Gathered requirements and performed data tasks such as creating dashboards, reporting and data pulls in Databricks, Periscope from Amazon Web Services S3, Redshift and MySQL data stores
• Developed ETL and automation procedures in PostgreSQL and Scala, leveraging the Apache Spark framework
• Proactively identified data needs and made recommendations for analyses and data-driven processes

Toronto, Ontario, CA

• Designed and project managed risk analysis and impact assessment report for integrations with PointClickCare, including data collection practices and implementation requirements
• Configured web service monitoring in Pingdom for integration vendors, created web pages to display outage data and wrote technical documentation

Ottawa, Ontario, CA

• Created various reports using Tableau Desktop software with Oracle database data source (e.g. incident tracking, internal billing and project management dashboards)
• Wrote, updated and debugged stored procedures in PL/SQL to maintain the data warehouse
• Modified and maintained Oracle Application Express applications for purposes such as team resourcing and legal contract documentation

Toronto, Ontario, CA

• Created database management system in MS Access for ATM lab transaction log results to record and analyze test results
• Designed and implemented user-interactive forms complete with parameterized SQL queries and macros to allow users to display data efficiently
• Wrote extensive user manual to instruct RBC staff how to use and modify database management system

Toronto, ON, CA

• Used iConfig software to catalogue input/output data for Siemens boiler combustion systems
• Organized central server connections and mapped in AutoCad
• Compiled office data on Microsoft Excel spreadsheets

Toronto, Ontario, CA

• Monitored patrons during various swim programs (e.g. length swim, leisure swim, aquafit programs)
• Provided first aid and situation management with guard team during emergency situations
• Assisted patrons with any questions or concerns

Toronto, Ontario, CA

• Created detailed lesson plans involving drills and appropriate to skill level of swimmers
• Provided safety supervision while instructing,
• Demonstrated flexibility by teaching a variety of different courses to swimmers of various ages (e.g. stroke improvement, lifesaving, fitness etc.)

Toronto, Ontario, CA

• Assisted with swimming lessons (e.g. helping students with floats, kicking, strokes etc.)
• Kept pool environment tidy and safe,
• Monitored patron entry
• Provided customer service.

Toronto, ON, CA

• General office duties, including filing, sorting mail and organizing office space
• Assisted with creation of invoices, purchase orders, order placement and creation of operational manuals for boiler parts.

Management Engineering

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