Experience
Where I've worked.
Work history
Sep 2025 – present
Toronto, ON
Full Stack Developer · Mavericks Tech Solutions Inc.
Co-op Sep – Dec 2025; full-time since Feb 2026.
Stage 1: Testing
End-to-end testing of document uploads and APIs in Postman against the source files; accuracy checked by hand; defects and user stories in Jira.
Stage 2: Troubleshooting
Tracing platform failures through application and server logs, often overnight during releases; fixing connectivity problems on model servers.
Stage 3: Platform, infrastructure and AI
User access in Microsoft 365, Entra ID and AWS; cloud and GPU servers on Azure, Google Cloud and Akamai; CI/CD with Azure DevOps and Docker, deploying containers to VMs; prompt engineering, model evaluation, RAG and the React/Next.js review screen.
Working closely with my teammates and a senior engineer, I learned to explain each problem clearly: what broke, what I checked and what fixed it.
Oct 2024 – present
Toronto, ON
Clerk (part-time) · Loblaw Companies Limited
Help customers every shift and escalate when needed; train new colleagues; cross-trained across four departments; SAP for receiving, transfers and inventory counts.
Ongoing
Toronto, ON
Repairs and PC builds · Independent technical support
Repairs, Windows reinstalls and recoveries, PC builds, device setup and recommendations.
Skills
Tools I use, grouped by the job.
Desktop & hardware
- Windows 10/11 install, configuration and recovery
- Blue screens and boot failures
- Drivers and devices
- PC builds from parts
- Hardware diagnostics
- Printers and peripherals
Directory & identity
- Active Directory (users, groups, OUs, Group Policy)
- Microsoft 365 (Outlook, Teams, user setup)
- Microsoft Entra ID
- Microsoft Graph
- AWS IAM
Networking
- IP addressing
- DNS
- Ports and firewall rules
- SSH and tunnels
- Connectivity troubleshooting
Cloud & virtualization
- Azure (primary)
- Google Cloud
- AWS (S3, IAM, Bedrock)
- Akamai Cloud
- Virtual machines
- Windows Server
- Citrix Workspace
GPU & model deployment
- GPU VM instances (NVIDIA L4, RTX 6000 Pro)
- Self-hosted inference
- Local model deployment
AI
- Frontier models
- Local models
- LLMs and VLMs
- Prompt engineering
- RAG
- Embeddings (pgvector)
- Azure AI Search
- Agent workflows (LangGraph)
- Model evaluation
Software
- Python (Django, FastAPI, Flask)
- TypeScript
- React
- Next.js
- PostgreSQL
- REST APIs
DevOps
- Azure DevOps (YAML pipelines)
- Docker
- Docker Compose
- Bash deploy scripts
- Scheduled VM patching
- Kubernetes (working knowledge)
- SonarQube
- Git
Testing & tools
- Postman
- Jira
- Manual accuracy checking
- Log analysis
- Technical documentation