pos-data

UT Dallas MSBA capstone: strategic market analysis of Conagra's Gardein brand in the U.S. frozen meat-substitute category. Multivariate regression on dollar sales, competitive benchmarking vs Morningstar Farms, and geographic opportunity mapping. Group 7 project.

Practitioner playbook for vendor rebate & trade promotion reconciliation: deterministic pipelines, decimal-exact accruals, claim validation, deduction routing, and financial close.

Transformed restaurant chain POS data into actionable staffing and operational insights, identifying 33% higher weekend demand and peak hour patterns across five locations.

Cannabis retail CSV tool that flags probable duplicate menu products using fuzzy matching, normalization rules, confidence scoring, and category warnings.

Universal menu/POS analytics app with schema adaptation, deterministic pricing analysis, capability-aware insights, and AI-generated decision memos.

Data-driven analysis of a cafe’s sales using Python (EDA) and KNIME (Market Basket Analysis) to uncover customer purchase patterns, optimize menu offerings, and boost revenue.

Sample dataset & Python SDK for real-time anonymized consumer receipts and retail POS transaction data. Ideal for quantitative research, market analysis, and alternative data pipelines. Available on AWS Data Exchange and RapidAPI.