Hey, it's Justin.

Working as a Software Engineer on the Data and Loyalty team, leveraging C++ and SDL to deliver features and resolve bugs on a forecourt petroleum POS system used daily by thousands of client sites, such as Esso and Petro Canada.

Working closely with QA to replicate and resolve client-facing software issues, harnessing strong cross-discipline communication skills of technical concepts to non-technical audiences.

Lead a digital transformation project for a manufacturing SMB, architecting a custom CRM with SharePoint Integration, leveraging NestJS, React, Postgres and Azure, enabling the sunsetting of a deprecated on-premise Windows Server 2012 R2.

Gathered and documented business requirements from the President of the company, translating stakeholder needs into tangible technical designs.

Leveraged Cline agentic IDE integrations to iteratively develop full-stack (React/Typescript/Postgres) applications supporting AI model evaluation workflows.

Containerized multi-service stacks with Docker, optimizing model-test execution pipelines.

Analyzed and improved LLM code-generation reliability through Reinforcement Learning from Human Feedback (RLHF).

Delivered production features across a React, PHP, MySQL, AWS and Docker stack.

Dockerized two ad-tracking pixels, lowering environment setup time by 40%.

Architected a Bing campaign linkage tool, improving marketers' CPC performance.

Delivered features on the LiveConnect & Appointments platform (PHP, React, Docker).

Contributed to the Tulip Appointments NPM package used by clients such as Chanel and Michael Kors.

Integrated the appointments widget into the core Clienteling product, improving high-value customer booking flows.

Worked on the API Toolkit (Draft) team using Jenkins, Docker, React, OpenAPI and Spring.

Collaborated in an agile environment, completing JIRA sprint work with high delivery velocity.

Built a standalone React/Node/MySQL direct-mail donation platform.

Integrated Stripe and Moneris SDKs, improving PCI compliance and reducing transaction fees by 20%.

Minor in Business Administration, graduated with Honours (GPA: 84.6%).

Intensive focus on software design, algorithms, data structures, and full stack development.