Engineering manager, cloud and generative AI
I started in cancer care, where a plan is either exactly right or it doesn't ship. I carried that standard into engineering, and it now shapes how my teams build AI platforms and cloud infrastructure for a bank.
Radiation therapy and pharmacy taught me precision, human-centered judgment, and zero-defect execution long before I wrote my first production line of code.
I still write code and review architecture. My teams trust my decisions because I've shipped the systems I'm asking them to build.
I've shipped Generative AI systems inside a regulated enterprise, where compliance, security, and auditability aren't optional.
100% retention across my squads, with 6 engineers grown into senior-level contributors on my watch.
TD Bank
Dec 2025 - Present
Lead 3 squads of 12+ engineers building the bank's AI automation and cloud platform strategy.
TD Bank
Aug 2024 - Dec 2025
Owned security and reliability for the bank's CI/CD backbone across 50+ pipelines.
TD Bank
Jul 2022 - Aug 2024
Architected multi-region Azure infrastructure supporting critical banking workloads.
TD Bank
Jun 2020 - Jul 2022
Shipped customer-facing banking features, promoted in 18 months, the fastest track on record.
Palomino Systems Inc.
Apr 2019 - Sep 2019
Delivered end-to-end web applications for five clients, from requirements through production deployment.
Ontario Treasury Board Secretariat
Aug 2018 - Jan 2019
Built an ASP.NET MVC application to track and report file transmission errors across government systems.
Princess Margaret Cancer Centre
Apr 2015 - Nov 2016
Delivered radiation therapy and pharmacy care where precision and zero-defect work are non-negotiable.
The technologies behind the numbers on this page. Hover any of them for where it earned its place.
TypeScriptPrimary language for platform and frontend work
PythonAutomation, data pipelines, and AI services
JavaCore banking services and APIs
PowerShellAzure automation and infrastructure scripting
ReactDigital banking platform used by 5,000+ daily users
Next.jsModern app framework of choice
AngularEnterprise banking frontends
AzureMulti-region architecture, $2M+ in savings
Kubernetes25 legacy services containerized and migrated
DockerContainer-first delivery across 50+ pipelines
TerraformInfrastructure as code for every environment
HelmRelease packaging for Kubernetes workloads
LinuxDaily driver for platform operations
GitHub ActionsPipeline automation and release gates
Azure DevOps50+ zero-trust CI/CD pipelines
GitHubSource of truth for every team I lead
GitTrunk-based development advocate
Azure OpenAIGenAI platform now used across 6 business lines
UiPath50+ automated workflows, 8,000 hours saved yearly
SonarQubeQuality and security gates in every pipeline
Splunk70% faster mean time to detect incidents
SQL ServerRegulated banking data workloads
VS CodeWhere the code still gets written
JiraDelivery tracking across 3 squads
ConfluencePlaybooks, runbooks, and architecture docs
FigmaDesign reviews with product partners
AI / Platform Engineering
10,000+ staff hours saved annually
Manual, repetitive operations work across business lines was consuming thousands of staff hours and slowing the bank's ability to respond to regulatory and market changes.
I designed the platform and led the team that built it: a Generative AI automation layer combining LLMs with UiPath and Alteryx, giving non-technical teams a self-service way to automate document-heavy workflows.
Cloud Architecture
$2M+ saved · 3× deployment velocity
Legacy on-prem infrastructure across 40+ services was expensive to run and slow to ship, creating risk for a regulated banking environment.
I led the migration of 40+ services to a modern Azure cloud footprint with infrastructure-as-code, cutting run costs and tripling how fast teams could ship safely.
Security / Platform
70% faster MTTD · 100% compliance
A 200-person engineering org needed security built into the pipeline, not bolted on after the fact, without slowing delivery.
I designed and rolled out a zero-trust DevSecOps model across the organization, embedding automated security scanning and policy checks directly into CI/CD.
Full Stack Engineering
Millions of users · 99.99% uptime
The bank needed a digital banking experience that was accessible, reliable, and able to scale to millions of users without compromising on compliance.
I built and operated core features of the platform to WCAG 2.1 AA accessibility standards, sustaining 99.99% uptime in production.
Automation
50+ workflows · 8,000 hours saved per year
Operations teams were spending thousands of hours per year on document processing and data reconciliation tasks that followed predictable rules.
I built 50+ automated workflows using UiPath and Alteryx, freeing operations staff to focus on judgment-based work instead of repetitive processing.
Nine places that reset how I think, from Dhaka to Queenstown.
Hong Kong
Hong Kong
Skyline, ferries, and the densest views on earth.
China
Beijing
The Great Wall and a few thousand years of history.
Japan
Tokyo
Neon nights and temples in the same afternoon.
South Korea
Seoul
Palaces by day, Han River by night.
Bangladesh
Dhaka
Where my family's story starts.
New Zealand
Queenstown
Fjords, mountains, and zero straight lines.
Australia
Sydney
Harbour views and an Opera House skyline.
United States
Las Vegas
The strip lit up like a circuit board.
United States
New York City
The skyline that taught me to think bigger.
