Where I’ve worked.

Roles

1. Apr 2026 – Sep 2026

   Richmond Hill, ON

   Software Developer

   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. Jun 2025 – Apr 2026

   Software Developer, Financial Systems

   Invision Custom Solutions · Product: InvisOne

   • Built core accounting and treasury modules for an AI-enabled, multi-entity business management platform spanning 11 modules and 201 submodules: double-entry ledger postings, accrual and period-close workflows, and trial balance, P&L, balance sheet, and cash flow reporting across 86 report definitions.
   • Implemented financial controls: a centralized posting engine used by 31 services, SHA-256-chained immutable audit trails, and segregation of duties across 1,018 role-based permission scopes with approval workflows on 77 record types.
   • Developed AI-assisted cash and exposure tracking across 31 currencies with realized and unrealized FX gains and tax handling from 53 country presets, and built data-integrity controls for AI-driven financial pipelines: CSV import, duplicate detection, and opening-balance loading across 15 record types.

   Accounting & treasuryDouble-entry ledgerMulti-currencyAudit trailsData integrity

3. Sep 2024 – Jun 2025

   AI Data & Validation

   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 with validation and preprocessing logic that reduced pipeline failures.
   • Delivered production code and documentation for BookedYou.com (launched) and Notepress.ai (in development).

   PythonData pipelinesTest design

4. 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