Operations · Logistics · Business Analysis · Technology
Career & education path
A career shaped by operations, analysis, and systems.
01Career path
02Education foundations
Career milestoneMar 2024 — May 2025
Scheduling Supervisor
Compass Group Canada / Gourmet Cuisine
Supervised transportation and scheduling operations, connecting driver schedules, vehicle allocation, and day-to-day logistics. Worked through changing operational needs to coordinate service execution.
Select a milestone to explore each role or area of study. Education dates are omitted where they were not supplied.
OPERATIONS & LOGISTICS
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BUSINESS & SYSTEMS
+
TECHNOLOGY & AUTOMATION
01 /
The connecting thread
From operations to intelligent systems.
I’ve worked where plans meet reality: business processes, stakeholder requirements, daily coordination, and transportation scheduling. That experience shapes how I think about systems — and the people who rely on them.
Today, I’m exploring how data, technology, and automation can make everyday operations clearer and easier to manage.
Business operations
Business analysis
Logistics & fleet
Technology & automation
Intelligent operations
02 /
Grounded in the real world.
Experience across the systems that keep businesses moving.
Mar 2024 — May 2025
Scheduling Supervisor
Compass Group Canada / Gourmet Cuisine · Toronto, Ontario
Supervised transportation and scheduling operations, connecting driver schedules, vehicle allocation, and day-to-day logistics. Worked through changing operational needs to coordinate service execution.
Driver schedulingFleet coordinationVehicle allocationTransportation operationsRoutingOperational problem solving
Aug 2022 — Jan 2023
Claims Associate
Walmart Canada · Toronto, Ontario
Worked across inventory processes, returns, claims, recalls, and vendor processes, with an emphasis on operational accuracy and shrink control.
Inventory processesReturns & claimsRecallsVendor processesShrink control
Mar 2017 — Aug 2020
Administrative Manager / Operations Supervisor
Richken Media Pvt. Ltd. · India
Coordinated business operations and administration, including documentation, executive support, and customer communication.
Business operationsAdministrationDocumentationExecutive supportCustomer communication
Oct 2015 — Jan 2017
Business Systems Analyst / Business Analyst
Emvigo Technologies Pvt. Ltd. · India
Worked with stakeholders to gather requirements and map processes. Supported UAT, documentation, data analysis, gap analysis, and feasibility analysis.
Supported process execution and client delivery, working with quality requirements, deadlines, escalation management, and compliance.
Process executionQualityClient deliveryEscalation managementCompliance
03 /
Where I contribute.
Operational experience, analytical thinking, and an expanding technical toolkit.
Operations & logistics
Understanding the moving parts, and keeping them connected.
Fleet operations
Transportation scheduling
Route planning
Resource allocation
Operational coordination
Process improvement
Problem solving
Safety & compliance
Business analysis
Turning operational needs into clear requirements and workflows.
Requirements gathering
Stakeholder communication
Process mapping
Gap analysis
UAT
Business documentation
Workflow analysis
Data & technology
Building a toolkit for more informed operational decisions.
Excel
Data analysis
AI tools
Automation
Cloud infrastructure
GCP
Linux
Git
APIs
An evolving practice ↗
AI & automation
Exploring where technology can take repetitive work out of the way.
AI agents
Workflow automation
n8n
LLM-powered systems
Process automation
AI-assisted operations
An evolving practice ↗
04 /
Systems Lab.
A space to connect practical problems with technical possibilities.
Ideas in motion. Work in progress.
WORKFLOW / AUTOMATIONLAB — 01 / ILLUSTRATION
CONCEPT
Leadnd
A concept for connecting lead research, agent-based workflows, and integrations.
AI agentsAutomationIntegrations
Explore concept: Leadnd
An exploration of how AI and automation could support connected lead generation workflows. This is a concept, not a released product.
Problem
Lead generation can involve repeated handoffs between research, qualification, and follow-up tools.
Proposed approach
Explore a coordinated workflow using agents and API integrations, with explicit review points for decisions and output.
Technologies to explore
AI agentsn8nAPIsCloud infrastructure
ROUTES / COORDINATIONLAB — 02 / ILLUSTRATION
CONCEPT
Fleet Intelligence
Exploring the connection between fleet information, scheduling, and clearer decisions.
LogisticsSchedulingIntelligence
Explore concept: Fleet Intelligence
A concept informed by transportation and scheduling experience. The focus is on making operational context easier to understand, not on claiming an existing optimization system.
Problem
Fleet decisions depend on connected information about routes, drivers, vehicles, and schedules.
Proposed approach
Model those dependencies and explore how AI-assisted workflows might support scheduling and vehicle management, with human oversight.
Experiments in hosting AI agents and automation tools on lightweight cloud infrastructure.
CloudLinuxAI infrastructure
Explore experiment: Cloud AI Infrastructure
Exploring deployment and management of agent and automation infrastructure in cloud and VPS environments. No production reliability or benchmark results are claimed.
Problem
Agent and automation experiments need a manageable environment with clear resource constraints.
Proposed approach
Explore small deployments, configuration, and operational practices for cloud-hosted automation tools.
Technologies to explore
GCPLinuxAI agentsAPIs
05 /
A system for solving problems.
Start with understanding. Build toward something useful.
01
Observe
Understand the people, the system, and the constraints before reaching for a solution.
02
Model
Map the dependencies. Find the bottlenecks and the places where change matters.
03
Improve
Simplify the process. Remove unnecessary steps and make the work easier to follow.
04
Automate
Introduce technology where it creates useful capacity, with people still in control.
06 /
Foundations for what’s next.
Diploma in Business Management Co-op
Toronto School of Management
Post Graduate Diploma in Business Administration — Operations
Bachelor of Arts — English Language and Literature
Currently exploring
AI systemsAutomationData analyticsCloud infrastructureIntelligent operationsFrench
Start a conversation
Let’s talk about better systems.
Operations, technology, or the interesting space in between. Connect with me on LinkedIn to continue the conversation.