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Machine Learning

Case study
The Waste Management Early Alert Rear Safety Device
Waste Management Early Alert Rear Safety Device
Creating an automated detection system for Waste Management to detect oncoming vehicles that pose risk for the riders could reduce injuries and save lives.
Case study
Case Study: iAd Personalization Engine- Apple was looking to provide improved targeting and personalization capabilities within their advertising platform
iAd Personalization Engine
Built an ensemble model leveraging historical user behavioral data.
Case study
Price comparison for e-commerce, a woman uses a laptop to shop online
Price Comparison
Developed a chrome extension for mobile web browsers that extract on-site data, mapping to product information from third-party sites. That data was processed using Random Forrest and NLP classification models to output lower price product comparisons. This new approach leverages a real-time human-in-the-loop system to maximize accuracy.
Case study
Donor Matching case study
Donor Matching
Built machine learning-based system to efficiently and accurately identify best donor match from thousands of online DNA profiles for biotech company that develops high speed DNA sequencers and software.
Case study
Art Marketplace: A woman observes two pieces of art on a wall
Art Marketplace
‍KUNGFU.AI built a recommendation model trained on a taste graph that mapped vectors of taste onto properties of artists and open-ended questionnaires which lead to an increase in conversions