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ML Development

Case Studies

Maximizing Revenue With Machine Learning for Retail Pricing

Mosaic helped a nationwide retailer model the price elasticity of demand across their product catalog, empowering them to optimize prices and maximize SKU revenue.

By Sel Gerosa, 2 weeksJanuary 23, 2023 ago
Case Studies

Leveraging Smart Collar Data to Assess Pet Health

Mosaic worked with a vet tech company to develop an encompassing pet wellness score and early disease-identification models using an AI-driven collar device that collects pet behavioral information and reports health insights to the owner’s app using IoT and sensor data techniques. 

By Sel Gerosa, 3 weeksJanuary 13, 2023 ago
Case Studies

Using Predictive Analytics to Develop DNA-Based Pet Disease Risk Models

Mosaic has been working with a leading pet Biotech company on integrating machine learning into the organization’s products, giving pet owners more visibility into the quality of life their pets have by identifying genetic traits that may impact their health or behavior.

By Sel Gerosa, 4 weeksJanuary 10, 2023 ago
Blogs

Making Time for Scheduling Optimization: Q&A With Evan Lynch, Principal Data Scientist

We scheduled some time for this Q&A with Principal Data Scientist Evan Lynch, where we explored the many cross-industry challenges that scheduling optimization aims to solve, and the robust scheduling techniques that lie at the junction between mathematical optimization and machine learning. 

By Sel Gerosa, 2 monthsNovember 30, 2022 ago
White Papers

Market & Competitive Intelligence Powered by NLP using Social Data

Summary Our white paper explores the processes and opportunities presented by NLP for social media in extracting valuable data to drive improved operational and strategic decisions for R&D efforts. Natural language processing (NLP) is one of the most promising social media data processing avenues. It is a scientific challenge to Read more…

By Sel Gerosa, 5 monthsSeptember 15, 2022 ago
White Papers

Deploying ML & Optimization In Risk Assessment Analytics for Robustness and Resilience

We explore how ML & optimization can aid the risk assessment and management process with an eye towards robustness and resiliency.

By Sel Gerosa, 5 monthsSeptember 13, 2022 ago
Blogs

Geospatial Data Analysis for Machine Learning-based Customer Clustering

Both descriptive analytics and machine learning models can benefit greatly from using geographic data analysis to solve segmentation use cases.

By Sel Gerosa, 5 monthsSeptember 12, 2022 ago
Case Studies

AWS Performance Tuning for Machine Learning Predictions

Mosaic helped a trucking and logistics operator optimize their machine learning deployment on Amazon Web Services (AWS). As an AWS Select Partner, Mosaic was well-positioned to deploy machine learning engineering and serverless architecture services that sped up model inference while performing a minor overhaul of the AWS architecture and code base organization.

By Sel Gerosa, 5 monthsSeptember 12, 2022 ago
Blogs

Making Sense of Natural Language Processing: Q&A With Alex Tennant, Senior Data Scientist

We sat down with Senior Data Scientist Alex Tennant for his perspective on the opportunities and complexities of NLP and how Mosaic is paving the way for the consistent evolution of this powerful technology.

By Sel Gerosa, 6 monthsAugust 8, 2022 ago
Blogs

Intro to Network Science and Graph Theory

Network science and simulation provide a robust framework for the study of network systems in all their complexity.

By Sel Gerosa, 7 monthsJuly 20, 2022 ago

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