A cloud-native system that empowers marketers with machine learning and automation, providing tools like customer segmentation, churn prediction, intelligent product & offer recommendations, and an email automation module integrated with SendGrid. Built with ML.NET, Elasticsearch, MS SQL, .NET Core, Docker, Blazor and SignalR.


(Open source)  An open-source port of's back-end. Distributed ML for eCommerce platforms (recommendations, churn prediction, segmentation) written in Scala, using Spark MLlib, elastic4s, and AWS S3.


(Open source)  A generic wrapper for common Elasticsearch operations, such as writing, finding, searching, listing and paginating documents. Uses Nest & Elasticsearch.Net.AWS, and includes ILogger support


(Open source)  A generic API utility which aims to expedite integration with third-parties. Includes ILogger support


Senior Software Engineer
Dec 2019 - Present
Omnigo Software (Contract)

Core full-stack engineer for iTrak, an Incident Reporting and Risk Management System used by casinos, hotels, law enforcement agencies, and universities across North America. Responsibilities include migration of legacy modules, fixing critical security vulnerabilities (OWASP/SANS), UI/UX enhancements, significant performance optimizations, architectural design, and Azure cloud migration (SaaS).

  • Migration of legacy ASP .NET WebForms and jQuery/JavaScript modules
  • Introduced server-side caching within the data layer to significantly improve performance
  • Implemented ‘Dark Mode’ for iTrak (Incident Reporting and Risk Management System)
  • Participant in architectural design meetings (frontend technology discussions, backend integration between multiple systems, Azure cloud)
  • Aided in the construction of the Azure CI/CD pipeline with PowerShell
  • Fixed critical vulnerabilities found by penetration testers and worked closely with OLG (OWASP & SANS)
Senior Application Developer
Jun 2017 - Present
M&M Food Market (Contract)

Lead, full-stack development with .NET Core, Elasticsearch, Redis, MS SQL Server, Xamarin, AWS Elastic Beanstalk, AWS Cognito, JavaScript, and Blazor. Responsibilities include lead/ownership of the eCommerce website, lead/ownership of the mobile app, lead/ownership of the M&M Offer Engine (MOE) responsible for deploying 4-6 million coupons per week, API integrations with several third parties (SendGrid, Erply, JoeyCo, SweetIQ, and more), significant performance optimizations (due to overwhelming COVID web traffic increase), AWS cloud infrastructure migrations, and more.

  • Lead for the eCommerce website, including many UI/UX enhancements (new checkout experience, store hours UI, Instacart and JoeyCo integration)
  • During COVID pandemic, lead the effort to optimize the system’s performance to take it from handling 700 page views per minute to over 2500 page views per minute (100% CPU usage during peak times down to 25-30% CPU usage during peak). Utilized methodologies such as memory dump analysis with WinDbg and Windows Diagnostics Tools, as well as JetBrains tools like dotTrace, dotPeek and dotMemory
  • Lead AWS cloud infrastructure migration, implemented with .NET Core microservices deployed to AWS Elastic BeanStalk, using Redis for state management and Elasticsearch for logging and analytics (ELK stack)
  • Lead for several head-office web applications such as M&M Offer Engine (M.O.E.), integrating with Erply and the AWS cloud infrastructure for deploying 4-6 million coupons per week
  • Lead for the M&M mobile app implemented with Microsoft Xamarin
Application Developer
Sep 2016 - Jun 2017
ASAPP Financial Technology Inc. (Full-time)

Lead, full-stack developer for ASAPP, an enterprise-scale web application for Credit Unions' retail & business applications, and administration. Development included integrating ASAPP with DNA solutions from Fiserv.

Application Developer
Jan 2016 - Sep 2016
ChannelAssist (Contract)

Full-stack developer for new modules designed to extend an existing SaaS web application for an enterprise-scale platform used by multiple high-traffic clients including HP, ASUS and Bayer. Utilized tech like C# ASP.NET MVC, WebAPI, Entity Framework, JavaScript, jQuery, Bootstrap, jQuery, and more.

Application Developer
Jan 2014 - Jan 2016
Inovex Inc. (Full-time)

Full-stack developer for web applications including York Region's Energy Management System (or EMS), Camp One Iron Rings replacement website, and worked on larger projects like CAMH. Utilized tech like C#, ASP.NET MVC, JavaScript, jQuery, Bootstrap, CSS, Entity Framework, and more.

Aug 2015 - Oct 2015
CAA, South Central Ontario (Contract)

(Part-time contractor during school) contracted to urgently complete an important feature for a C# ASP.NET MVC project.

Feb 2015 - Apr 2015
Sheridan Centre for Elder Research (Contract)

(Part-time contractor during school) contracted to migrate a PHP project to C# ASP.NET MVC.

Developer (Co-op)
Oct 2013 - Jan 2014
Maritz Canada Inc. (Full-time)

Fixed bugs on large-scale ASP.NET projects, gaining meaningful experience with ASP.NET WebForms, ASP.NET MVC, and MS SQL Server.