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Developed an automated pricing intelligence pipeline that tracks device prices and retail/corporate subscription plans across major telecom competitors in real-time. The system eliminates manual market research, providing instantaneous visibility into market shifts and promotional campaigns.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Just published: Strategy and Copy Agent.
Most AI copy tools optimize for generation. I wanted to solve the harder problem:
How do you make AI-generated strategy evidence-backed, reviewable, versioned, and safely approved?
This case study breaks down the system I built around:
Evidence → Strategy → Copy → Review → Approval → Handoff
Including role controls, immutable revisions, deterministic checks, and exact-version approval.
If you’re building production AI systems where trust and control matter as much as output quality, this one is for you.
Keep going
If you run a busy team, I’m an operations and automation specialist.
I help small businesses eliminate manual admin by turning repetitive tasks (like tracking forms, student/staff records, or timesheets) into automated background flows using Microsoft 365 tools they already pay for.
If your team is wasting hours copying data between Excel files or chasing updates, I’d be happy to build a quick, simple proof-of-concept flow for you.
Worth a quick 5-minute chat?
good luck craig!
Canada Trade Snapshot
Live
A premium geospatial dashboard transforming 13.4 million rows of raw data into an interactive 3D globe and dynamic Sankey flows. Engineered with a dual-database strategy that compresses a 2.6 GB master ledger into a 212 KB edge-deployed SQLite database.
The Payoff: Creates an "Investigative Journalism UX" that moves beyond standard dashboards, delivering a high-performance tool for testing macroeconomic hypotheses.
Stack: React · Three.js · Recharts · Cloudflare D1
Impact: Compressing a 2.6 GB master ledger into a 212 KB database evades strict serverless tier limits and drastically improves edge-delivery speeds.
