Role

Product Lead

Dates

Month, 2018 - Month, 2019

Accomplishments

• Built a team of 6 developers specializing in A.I. and data science to make a new search engine
  
• Seed-funded a startup from concept to MVP in 3 months
• Conceived of a new approach to natural language processing (NLP) to measure sentiment
• Created an algorithm that separated signal from noise in unstructured data
• Achieved a combined relevance and confidence of 95%
  
• Applied the algorithm to public data sets at a volume of 1B posts per week
  
• Negotiated a 1-year global Twitter firehose partnership
  
• Built an automated net prompter score (NPS) for the top 1,000 consumer brands
  
• Optimized the model to infer intent for user acquisition, retention, and churn in social data
  
• Learned the risk of building a product on a 3rd party data when renewal cost increased 10x