Projects
Some things I've worked on.
Instant Estimate ML Pipeline
Properly Homes
Data Engineer
Instant Estimate predicts the current market value for a home calculated using artificial intelligence. Millions of property estimates are regularly generated within an automated ML pipeline which includes feature enrichment.
Tech: Python, Airflow, Postgres, PostGIS
Industry Prediction Models
Personal Projects
Data Scientist
Includes a prediction tool for generating an approximate distillation profile for a blend of different oil types based on volume share, and a baseline model for product recommendations based on historical item co-purchases.
Tech: Python, Pandas, Dask
Smart Home Control App
Leafi Home
Lead Developer
A companion app for a retrofit IoT device that automates any existing window blinds and enable them with smart home features like voice control, scheduling, and remote access.
Tech: Ionic Capacitor, Angular, AWS Amplify
AeroStream Dashboard
UBC Centre for Operations Excellence
Technical Lead
A suite of self-service analytics tools for monitoring airline-related tweets including sentiment and time-trend analysis, flight disruption forecasts and customer service benchmarking.
Tech: Flask, Python, MySQL
Corporate Website
Leafi Home
Lead Developer
Leafi Home is a hardware start-up focused on developing affordable, user-friendly, and sustainable building automation solutions to improve people’s quality of life. Customers will be able to control their blinds using an app, schedules or voice control.
Tech: Hugo Framework
Philips Cares App
Philips North America
Interim Technical Lead
A supporting add-on to a Philips Lifeline service subscription, the Cares app helps you and a care circle of trusted family and friends easily communicate and collaborate around senior living care including meaningful insights and notifications.
Tech: Ionic, Angular, Cordova
Cares for Senior Living App
Philips North America
Technical Lead
A senior living community app that provides staff with a clear view of resident activity with 24/7 security and safety monitoring. Key features include real-time location maps, event notification alerting and seamless resident profiles retrieval.
Tech: Ionic, Angular, Cordova
Family Wellness Dashboard
Blue Willow Systems
UX/UI Designer
The client-facing dashboard provides families with a comprehensive view into their loved one’s daily activity (including step count and socialization) and safety, regardless of their proximity to their residing senior living communities.
Tech: Sketch, Pixelmator
Cares Community Dashboard
Philips North America
Technical Lead
A dashboard providing senior living operators with a 24/7 view of resident activity and safety including real-time location maps, event history and advanced analytics reporting. Other features include geofencing boundaries and IoT device management.
Tech: Angular, TypeScript, Node.js
Canada DFO KREST Project
Bayleaf Software
Analytics Developer
A centralized data repository and analysis system to support data management and generation of catch estimates for Food, Social, and Ceremonial and recreational fisheries within the Pacific region for the Canadian government.
Tech: ASP.NET MVC, C#, Entity Framework
Supply Chain Mgmt Apps
Creation Technologies
Lead Developer
A suite of supply chain management applications were developed internally to help Creation employees with supplier quality management, onboarding of new suppliers, procurement method planning and impact analysis of natural disasters.
Tech: ASP.NET MVC, C#, SQL Server
Commodity Management Workbench
Creation Technologies
Lead Developer
An internal application developed to assist the Global Supply Chain team in managing contract pricing and launching commodity-based RFQs. It allows for simple management of contract item records and extensive contract adherence and pricing reports.
Tech: ASP.NET MVC, C#, SQL Server
Product Cost Engineering Workbench
Creation Technologies
Lead Developer
An internal tool for the quoting team, developed to manage ongoing quotation projects for Creation’s existing and prospective customer bases using critical chain project management theory.
Tech: ASP.NET MVC, C#, SQL Server
Quote Toolbox App
Creation Technologies
Lead Developer
An internal application for Creation employees to manage quotation letters for Creation’s prospective customers. It was used for submitting new RFQs, monitoring the status of quoting projects and the publishing of new quotation letters in PDF format.
Tech: ASP.NET MVC, C#, SQL Server