Where I’ve worked.

Roles

1. Apr 2026 – Sep 2026

   Richmond Hill, ON

   Software Developer Intern

   Invision Custom Solutions · Client: Combined Metal Industries (CMI)

   • Built and deployed a production React and TypeScript dashboard monitoring live weights for 61 scale-equipped bins across 20+ customer sites, ingesting CMI's 60-second scale feed (~90K readings/day) and raising threshold, SLA, and emergency alerts that drive truck dispatch.
   • Engineered dispatcher workflows for acknowledgment, escalation, truck dispatch, team comments, and role-based access across 3 user roles and 4 SLA tiers; added audit logging and CSV reporting, backed by 43 automated tests.
   • Built a restart-safe ingestion pipeline that replayed 304K production readings in ~27 seconds and quarantined 5 classes of invalid sensor data to prevent bad readings from triggering dispatch alerts.
   • Designed and shipped an internal QR asset-tracking app in Microsoft Power Apps backed by SharePoint, letting staff scan assets, validate serial numbers, and log asset movement in real time.

   ReactTypeScriptNode.jsSQL ServerPower AppsSharePoint

2. Sep 2024 – Jun 2025

   AI Data & Validation Intern

   Invision Custom Solutions

   • Generated and validated large-scale datasets for model training and fine-tuning in Python, designing test cases and running error analysis to catch labeling and output defects before they reached training.
   • Integrated new data sources into Python ingestion pipelines, implementing validation and preprocessing logic to improve data reliability and reduce pipeline failures.
   • Delivered production code and documentation for BookedYou.com (launched) and Notepress.ai (in development).

   PythonData pipelinesTest design

3. Feb 2024 – Aug 2024

   Richmond Hill, ON

   QA / Software Support (Part-time)

   United Canada Inc.

   • Tested and debugged e-commerce features, reproducing customer issues from production logs and verifying fixes.
   • Authored and executed test cases for the browse, cart, checkout, and payment flows; documented defects and drove them to resolution with cross-functional teams.

   QAE-commerceProduction debugging

Education