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Insights

A collection of our team's thoughts on data science, machine learning, predictive models, AI, and optimization.
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Blood sample vials in yellow tray
Case Study 2 MIN

Cancer Diagnosis from Blood Samples

Designing an AI capable model to analyze data from Matrix-assisted laser desorption/ionization (MALDI) and custom LC-MS/MS systems to determine whether patient samples tested positive for certain types of lung cancer.

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Case Study 2 MIN

Customer Market Segmentation

Segmenting key customer markets to better understand its customers to guide decision making and ultimately drive sales.
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Case Study MIN

Identifying Sleep Apnea with Mobile Devices

Business Challenge Many new companies start out with a clever idea on how to gather and use data but lack the knowledge base to analyze it themselves. The ability of these companies to succeed at their stated goals depends on how well they use their data. Effective algorithms for handling this data allow companies to provide […]
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Case Study 2 MIN

Predicting Sales & Inventory On New Products

Predicting sales and sell-out events for mens’ and womens’ new products 12-months in advance using historical sales data and product metadata.
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Case Study 2 MIN

Preventive Maintenance Optimization

Analyzing both device component service calls and records and examine device utilization logs events to model optimal maintenance schedule thresholds relative to acceptable downtime, costs, and scheduling.
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Case Study 2 MIN

Cancer Diagnosis from Blood Samples

Designing an AI capable model to analyze data from Matrix-assisted laser desorption/ionization (MALDI) and custom LC-MS/MS systems to determine whether patient samples tested positive for certain types of lung cancer.
Read
Case Study MIN

Algorithm Development for Compression Predictions

Business Challenge The process of tire manufacturing is the product of years of continuous research and advanced feats of engineering. The tire must achieve a balance between safety, comfort, traction, durability, and efficiency. There are hundreds of components that contribute to the tire’s performance and fuel efficiency. Steel and synthetic cords make up its structural […]
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Case Study MIN

Pay Equality Modeling

Business Challenge Wage gaps between gender and ethnic groups receive a lot of media coverage and are a major issue in our society. Identifying and addressing them effectively and accurately shields companies from lawsuits and bad publicity, whilst promoting equality and fairness. For large organizations, it can be difficult to identify these gaps as they […]
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Case Study MIN

Remote Medicine using Audio Data

Business Challenge Many new companies start out with a clever idea on how to gather and use data but lack the knowledge base to analyze it themselves. The ability of these companies to succeed at their stated goals depends on how well they use their data. Effective algorithms for handling this data allow companies to provide […]
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Case Study 2 MIN

NFL In-Game Win Probability

Modeling game-winning probability and predicted team scores in real-time based on raw NFL play-by-play data.
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Case Study 2 MIN

Anomaly and Fraud Detection

Using data effectively can allow companies to quickly identify possible cases of fraud without devoting large resources to manually reviewing cases.
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