Portfolio
Selected data strategy, revenue analytics, cloud platforms, BI dashboards, and predictive modeling projects delivering measurable business impact.
Multi-Tenant GCP Data Platform & FinTech Automation
2021 – Present · Senior Data & Intelligence Engineer @ Ambient Systems
↑ 24% ROI
- Architected multi-tenant ETL pipelines on GCP using Python, SQL, and PostgreSQL for automated FinTech workflows.
- Designed and productionized AI-driven predictive models resulting in WIPO-patented intelligent decision engines.
- Engineered secure, GDPR/PDPA-compliant integration layers enabling real-time cross-functional analytics.
Stack: GCP · Python · SQL · PostgreSQL · ETL · REST APIs
Geospatial AI & CNN Image Classification Pipeline
2023–2024 · Professor & Principal Investigator @ Centennial College
- Led industry-partnered R&D building automated data pipelines and CNN models for satellite/drone imagery analysis.
- Delivered production-ready geospatial insights supporting sustainable resource management.
- Bridged technical execution with executive strategy for digital transformation initiatives.
Stack: Python · CNNs · Computer Vision · Geospatial Analytics
$25M Deep-Tech Portfolio Data Architecture
2018–2019 · Technology Project Manager @ Rotman School of Management
- Optimized Salesforce and web data flows across 2,000+ organizations, improving reporting accuracy and operational efficiency.
- Established governance and compliance frameworks for data platforms in highly regulated academic environments.
Stack: Salesforce · SQL · Data Governance · Portfolio Analytics
Predictive OpEx Analytics & Infrastructure Optimization
2013–2014 · Analyst @ Deloitte
↓ 12% Operational Overhead
- Delivered 19 Fortune 500 engagements in Energy and Finance using Big Data models for process optimization.
- Identified infrastructure inefficiencies resulting in 12% reduction in operational overhead.
Stack: Big Data · Predictive Modeling · Energy & Finance Analytics