AI & Agents
- Claude & Claude Code
- ChatGPT & Codex
- Gemini (AI Studio)
- Groq · OpenRouter
- Multi-agent workflows
- Subagents & task delegation
- Prompt engineering
- MCP connectors Gmail · Drive · Notion · Slack · Figma
- Shared agent memory knowledge vault
Operations and consulting background, now designing and running multi-agent AI workflows and automation. Three years in Aon's Health & Benefits operations supporting 50+ global clients, project control at CGI, and founder of a live 84-business directory.
Based in Saskatchewan · open to roles across Canada and to relocating.
01 — About
Operations discipline, now applied to AI and automation.
I spent three years in Aon's Health & Benefits operations in New Delhi, first as a Junior Operations Analyst and then as a Consultant, supporting 50+ global clients. The work was advanced Excel financial and performance models, reconciling and auditing source-system data, and recurring reports for clients and senior management.
Since then I've tracked costs and variances across client accounts as a project / account control co-op at CGI, and today I own POS reconciliation, cash controls and Excel labour models for an 11-person team.
Alongside that, I design and run multi-agent AI workflows. FutureMe, my system of 9 specialised AI agents, works under written rules with human approval before anything is sent. I also founded and built Discover the Qu'Appelle, a live directory of 84 local businesses. I'm a Permanent Resident of Canada, based in Saskatchewan and open to roles across Canada and to relocating.
Toolkit
* working knowledge
02 — Career · 2018 to now
Mar 2024 — Now
Assistant Store Manager
Keyholder / Supervisor first · Saskatchewan
2025 — Now
Brand Ambassador & Market Representative
Part-time · Saskatchewan
2023 — 2024
Customer Service, Front-End Operations
Sarnia, ON
Sep — Dec 2022
Project / Account Control Officer (Co-op)
Toronto, ON
Feb 2018 — Mar 2021
Consultant, Operations
Junior Operations Analyst first · New Delhi, India
Education & credentials
2021 — 2023
Lambton College — Sarnia, ON · Dean's Honour List
2017
IP University (LLDIMS) — New Delhi, India
Certified
Training: Financial Analysis & Budgeting · Agile Methodologies
03 — Projects
Multi-agent AI system · 2026
Multi-agent AI operations system · designed and run by me
A team of 9 specialised AI agents with defined roles: sourcing, document drafting, quality review behind a 65-point scoring gate, record-keeping, pipeline audit, strategy and more, plus an on-demand library of 279 specialist agents. Written standing rules (never fabricate; human approval before anything is sent), a shared knowledge vault as team memory, and an HQ dashboard. It runs my own job search end to end.
Live · 2026
Tourism & business directory · Founder & builder
A live directory of 84 local businesses in the Qu'Appelle Valley, with an events calendar and blog. An AI-assisted build on Next.js, React and TypeScript with PostgreSQL (Neon): role-based logins, a business-owner dashboard (listings, hours, bookings, review replies, analytics) and an admin panel for approvals, moderation and reports.
Visit sitePrototype · 2026
Voice assistant
On-device speech-to-text (Swift / Apple Speech), a "Hey Jarvis" wake word and an animated status orb. A Telegram approval bridge for one allow-listed user, with Approve / Deny buttons and auto-deny after 2 minutes. The LLM backend runs read-only, and prompt design cut the cost per request from about $1 to about $0.01.
Automation · 2026
Local speech-to-text (Whisper), local text-to-speech and voice cloning, HTML-to-video rendering (HyperFrames + FFmpeg), AI music generation (Suno), and a self-hosted OpenAI-compatible LLM gateway that pools free tiers from 9 providers.
Video · 47 seconds
PDF · one page
Full work history, skills and education in one page.
Download04 — Contact
If you're hiring for operations, AI and automation, or consulting work, I'd be glad to connect.
Saskatchewan · open to roles across Canada and to relocating
Permanent Resident of Canada