Unifying Retail and Wholesale Inventory in Real Time
Step into the heart of my creative journey through this portfolio showcase. Each project tells a unique story, a testament to the A regional retail network sells the same products through independent storefronts and a wholesale channel, but each runs...
A Single Customer View Across Every Channel
The same customer looks like three different people across e-commerce, loyalty, and point-of-sale systems, because each was built without the others in mind. Personalization and demand forecasting both quietly degrade as a result. How we approach it: define matching and...
An AI-Readiness Audit Before a Copilot or Assistant Rollout
Leadership wants to roll out an AI assistant over internal data. Nobody has actually verified whether that data is complete, current, consistently defined, or safe to expose to a model in the first place. How we approach it: audit the...
Reliable Synthetic Data for Correlated, Multi-Signal Systems
A manufacturing line or utility network reports dozens of correlated signals at once — temperature, vibration, load, pressure. Generating synthetic data for just one signal at a time misses the point: the relationships between signals are often what a predictive...
Migrating a Legacy Platform Without a Business Disruption
A legacy data platform is expensive, hard to staff for, and blocking every new initiative — but it's also load-bearing enough that nobody wants to be the one who breaks it. How we approach it: sequence the migration by risk...
Synthetic Data for Training Reliable AI Models
A team needs more time-series data than they have — either there isn't enough history, or the real data is too sensitive to use directly for model development. Off-the-shelf generative models often produce sequences that look plausible for a few...
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