
Resume
Table of Contents
Engineer focused on production reliability for AI-enabled and distributed systems. I lead incident response, capacity planning, observability, and delivery automation to improve system resilience while reducing operational toil.
๐ผ Professional Experience#
๐ค AI Reliability Engineer#
BitComplete (Clients confidential) โข Remote, US March 2026 - Present
- Leading reliability engineering workstreams for AI-enabled client products under NDA constraints
- Building production guardrails for inference and API paths: observability, failure isolation, retries/timeouts, and safe rollback patterns
- Establishing operational readiness standards with runbooks, alert quality reviews, and incident response workflows
- Partnering with engineering and product stakeholders on capacity planning and cost/performance tradeoffs for compute-heavy workloads
๐ฎ Senior Service Reliability Engineer#
Demonware / Activision โข Vancouver, Canada August 2020 - January 2026
- Owned reliability outcomes across player-facing and backend services for high-traffic live operations
- Drove deployment and monitoring automation with infrastructure-as-code and configuration management workflows
- Led capacity planning and load-testing programs to prepare for major launch and seasonal traffic events
- Ran and supported incident response across distributed systems during peak traffic windows
- Partnered with product and platform teams to improve resilience, operability, and long-term sustainability of service architectures
- Mentored engineers and reinforced service ownership culture across teams shipping the Call of Duty platform
๐ณ Senior Software Engineer#
Mastercard โข Vancouver, Canada October 2018 - July 2020
- Developed and maintained infrastructure-as-code foundations using AWS CloudFormation and SaltStack
- Implemented transparent production traffic mirroring to reproduce live issues safely, improving root-cause analysis and time to resolution
- Led recurring offensive-security knowledge sessions to raise practical defensive capability across engineering teams
- Supported operational ownership and deployments across both on-prem and cloud datacenters
- Built internal automation tools that reduced manual effort and improved cross-team delivery consistency
๐ Software Developer#
Absolute Software โข Vancouver, Canada June 2017 - October 2018
- Developed microservices in Kubernetes clusters to process incoming data from secured devices
- Implemented MongoDB migration scripts to improve production performance by 20%
- Created internal testing tools to replicate and simulate hundreds of thousands of devices
- Integrated metrics collection through Prometheus and StatsD with Grafana visualization
- Automated deployment workflows in Jenkins increasing team productivity by 30%
๐ก Co-Founder#
FingerTipDeals โข Vancouver, Canada March 2016 - 2017
- Co-built Android and iOS products serving customers across four countries on AWS infrastructure
- Built backend services for tenant-specific functionality and analytics workflows
- Led technical direction and execution in a resource-constrained startup environment
๐ฑ Software Developer#
Prizm Media Inc. โข Vancouver, Canada December 2015 - September 2016
- Developed Android and iOS applications for fitness-oriented social network platform
- Implemented machine learning solutions using SVMs and neural networks
- Optimized API response times by 90% through query optimization and strategic caching
๐ Software Engineering Intern#
Ericsson Silicon Valley โข Bay Area, USA September 2015 - December 2015
- Developed OpenStack Neutron plugin in Python for managing virtual Ericsson routers
- Researched and implemented secure communication methods between virtual machines
- Utilized Docker within OpenStack to debug containers and automate testing workflows
โก Software Developer#
Grin Technologies โข Vancouver, Canada May 2014 - August 2014
- Developed web applications for electric vehicle enthusiasts to visualize trips and render custom wheel builds
- Programmed Texas Instruments CC2540 SoC for Bluetooth Low Energy applications
- Administered electric vehicle forum serving 5000+ daily active users (endless-sphere.com)
๐ Education#
B.A.Sc Computer Engineering โญ With Distinction#
University of British Columbia September 2012 - May 2017
Concentration: Software Engineering Notable Projects: Machine learning, embedded systems, and web development - see portfolio for highlights
M.Sc Computer Science Exchange#
ETH Zรผrich ๐จ๐ญ February 2015
Focus: Computer Vision and Machine Learning Projects: Computer Vision implementations available in portfolio
๐ค Volunteering#
Strata Council President#
Community Operations โข Vancouver, Canada 2022 - Present
- Providing leadership to a community of ~1000 people for the last four years
Trustee#
Veazey Foundation โข Vancouver, Canada
- Helping a charity which funds full scholarships for incoming UBC students
๐ Accomplishments & Certifications#
๐ฅ TrendMicroCTF 2019 Finalist โข 2019 12th place out of 800 teams in international CTF competition finals in Tokyo with team “Maple Bacon”
๐ก๏ธ Certified Ethical Hacker (CEH) โข 2019 Industry-standard certification in ethical hacking and penetration testing methodologies
โค๏ธ Occupation First Aid Level 2 โข 2018 Occupational safety certification for workplace emergency response
โญ Academic Excellence โข 2017 Computer Engineering with Distinction - University of British Columbia
๐ฐ Veazey Scholarship โข 2012 Scholarship for academic achievement and community involvement
๐น RCM Grade 7 Piano โข 2010 First Class Honours - Royal Conservatory of Music piano certification
Technical Skills#
| Category | Technologies |
|---|---|
| Languages | Rust โข Go โข Python โข JavaScript โข Java โข C/C++ |
| Cloud & Containers | Docker โข Kubernetes โข AWS โข Cloudflare โข Azure โข GCP |
| Databases | MySQL โข MongoDB โข PostgreSQL โข Redis โข DynamoDB |
| Monitoring & Observability | Prometheus โข Grafana โข Datadog โข ELK Stack |
| Web Infrastructure | Nginx โข Apache โข HAProxy โข Traefik โข Varnish โข Squid |
| AI & Reliability | AI/ML Inference Workflows โข Incident Response โข Capacity Planning โข SLO-driven Operations โข Infrastructure as Code |
| Methodologies | Machine Learning โข AI โข REST APIs โข gRPC โข Agile/Scrum |
๐ Cybersecurity & CTF Competitions#
๐ฏ Notable Achievements#
| Competition | Year | Rank | Team |
|---|---|---|---|
| Devslop - Docker CTF | 2020 | ๐ฅ #1 | Emergency Meeting |
| OverTheWire Advent Bonanza | 2019 | ๐ฅ #3 | Maple Bacon |
| Trend Micro CTF Qualifier | 2019 | #6 | Maple Bacon |
| Trend Micro CTF Finals ๐ฏ๐ต | 2019 | ๐ #12 | Maple Bacon (Tokyo) |
| Insomni’hack teaser | 2020 | #17 | Maple Bacon |
| SECCON Online CTF | 2019 | #19 | Maple Bacon |
Additional Competitions (2020)#
Team “Insider Threats”: NahamCon CTF (#380) โข PlaidCTF (#501) โข UTCTF (#343) โข AeroCTF (#254)
๐จ Personal Interests#
- โก Electric Bicycle Assembly and Repairs - Hands-on hardware experience
- ๐ธ Photography - Visual storytelling and Photoshop editing
- ๐ Cybersecurity Research - Continuous learning in offensive security
๐ฅ Download PDF Resume
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