Productionize Demand Forecasting Models2020-10-19T18:15:03+00:00

Production-ready system by building and integrating scalable ML models

Built an agile and scalable cloud-based solution for digital consultants across countries and product categories to reduce their manual effort. The new solution was fully integrated with existing campaign planning and campaign management systems.

Business Challenges

They wanted to build a flexible and scalable solution to replace the existing system which wasn’t production-ready and ran on a notebook hosted on an EC2 instance.

Sigmoid’s Solution

Ensured the system has minimum manual Intervention and is easy to debug, extend and modularize, resulting in low maintenance and better fault tolerance.

Business Impact

Our robust and scalable solution automated pipeline for model training and increased coverage for new countries, products and categories. This ensured the system has minimum manual Intervention and is easy to debug, extend and modularize, resulting in low maintenance and better fault tolerance.

For detailed understanding and solution, please download the case study here

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