4 papers
Making forecasting self-learning and adaptive -- Pilot forecasting rack
Shaun D'Souza, Dheeraj Shah, Amareshwar Allati +1
Retail sales and price projections are typically based on time series forecasting. For some product categories, the accuracy of demand forecasts achieved is low, negatively impacti…
Implementing Reinforcement Learning Algorithms in Retail Supply Chains with OpenAI Gym Toolkit
Shaun D'Souza
From cutting costs to improving customer experience, forecasting is the crux of retail supply chain management (SCM) and the key to better supply chain performance. Several retaile…
Parser Extraction of Triples in Unstructured Text
Shaun D'Souza
The web contains vast repositories of unstructured text. We investigate the opportunity for building a knowledge graph from these text sources. We generate a set of triples which c…
Evolving system bottlenecks in the as a service cloud
Shaun C. D'Souza
The web ecosystem is rapidly evolving with changing business and functional models. Cloud platforms are available in a SaaS, PaaS and IaaS model designed around commoditized Linux…