Machine Learning. Artificial Intelligence. Google Assistant & GCP. Dialog Flow. Appen. Neuroscience. IBM Watson.
Machine Learning @ John Lewis Instagram
SITUATION: John Lewis Instagram team 2mon pilot with Link Big
TASK: Get more IG performance, getting more site traffic from IG to JL site.
ACTION: Added ML codes to our cloud platform that track IG texts (IG API) and the engagement rate on JL IG.
RESULTS: Found out the cold words ("This Shirt") get more CTR than hot words ("this amazing jacket") - gaining 26% more organic traffic in 1 month!
Medical AI @ Udacity nanodegree
SITUATION: Udacity's Nanodegree "AI for Product Managers".
TASK: Teaching ML to track the right signals for Pneumonia in Children X-rays images.
ACTION: Using APPEN, ML codes were trained to "learn" what are the 2 signals of Pneumonia in the lungs X-ray and flag which ones are "clear" or not.
RESULT: doctors precious time identifying cases of Pneumonia In Children.
Emotions Analytics @ a Neuroscience Hackathon
SITUATION: Google Neuroscience Hackathon.
TASK: How to make use of "brain signals" analytics - for commercial use.
ACTION: Sync brain signals from site visitors and "clear the clutter" of data and gain insightful results.
RESULT: Testing a shoe store, we managed to see a pattern when a user got happier when he saw men shoes and not women shows.
IBM Watson for VC & Startups
SITUATION: IBM Watson Hackathon.
TASK: To solve the 95% fail of Startup by "matchmaking" the right startups to the right VC.
ACTION: Using IBM Watson "auto-matchmaking", and Crunchbase API, we've design an interactive dashboard helping map which are the best startups for VC goals and the reverse, best VC for startup goals.
RESULT: 1 judge favorite hack.
A Google voice app to fight Covid-19
SITUATION: Global Hackathon to fight Covid-19 (Healthcare).
TASK: How do we track Covid patients - BEFORE they tested positive?.
ACTION: Google Home will detect if the user is coughing or sneezing and alert local authorities and guide the user to seek medical aid.
RESULT: Team managed to get Google voice trigger after 3 achoo and also detect the difference between a cough sound and a sneeze sound!
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