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...
Regulatory Reporting Lineage in Financial Services
Finance, risk, and compliance each maintain their own version of the numbers that feed a regulatory submission, and every cycle involves reconciling them by hand before the deadline. How we approach it: build documented lineage from source system to submitted...
Research Program Oversight at Scale
A university or research organization is managing dozens of supervisor–researcher pairs, but progress lives in scattered emails, personal spreadsheets, and meeting notes. Nobody can answer "which theses are at risk of missing their milestone" without a round of manual chasing. ...
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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