Artificial Intelligence for the Masses
- 1. ARTIFICIAL INTELLIGENCE FOR MASSES Vinay Rao @vrstartup (twitter) Santi Adavani @adavanisanti (twitter) Brian Grant (linkedin.com/in/brianhgrant) Date: Jan, 25, 2017 Event: MarTech PDX Meetup
- 2. Gartner's 2016 Hype Cycle
- 3. Deployment Creation Deployment Creation AI is now the frontier tech Mobile PC AI
- 4. Source: A16z
- 6. At Davos, IBM Chief Predicts Artificial Intelligence Wonât Be a Job Killer
- 7. AI Democratization is key Opensource + Liberal / Free API
- 8. Google Apple IBM Microsoft Amazon Facebook And growing Voicefirst revolution is here! Voice First Developer APIs
- 9. jobMate A use case for the Watson AI
- 10. Topics 1. Current Market 2. Watson is Your Friend 3. jobMate
- 11. Story of a Job seeker The Dream Applied to 3 jobs 3 Interview 3 Offers
- 12. Story of a Job seeker Applied to 200 jobs 10 - 20 Interviews 1-2 Offers The Average
- 13. Story of a Job seeker The Reality
- 14. The dark side
- 15. The dark side
- 16. What are Applicant Tracking Systems? 1. ATS = Human Resources Automation 2. ATS Filters 100 to 25 applicants 3. ATS Main Players
- 17. 3 main problems for Job seeker 1. Access 2. Cost 3. Complexity
- 18. Watson is Your Friend
- 20. Use case: jobMate Situation: 1. As a job seeker I would like to be able to gain a profile of a company and a job posting. 2. As a job seeker I would like to gain insights into my language and how well I would match a certain companyâs culture or soft skills required for a job. 3. As a job seeker I would want to use these insights in a meaningful way to market myself to the potential employer.
- 21. How Can Watson help? 1, 2 2 1,2,3 Alchemy Data News Tone Analyzer
- 22. Live Demo
- 23. The Technology Stack Technology: Ruby on Rails (Rails 5, Ruby 2.3), PostGreSQL, Heroku (free tier) APIs: Watson (Tone Analyzer, Alchemy Data News, Full Contact API)
- 24. Take Aways 1. Companies use automation and artificial intelligence in recruitment. 2. Landscape is finally changing for the job seeker. 3. Use AI to your advantage.
- 26. NLP using IBM Watson
- 27. Natural Language Processing Natural Language Understanding Natural Language Generation
- 28. Natural Language Understanding Sentiment Analysis Part of Speech Tagging Machine Translation Tone Analyzer âŚ. And many more
- 29. Natural Language Generation Automatic Summarization Content Generation Computational Humour âŚ. And many more
- 30. Demo
- 32. Dictionary 4500
- 33. Entries
- 35. How can you use it in marketing? Targeted Marketing Customer Acquisition Customer Care
- 36. Summary â AI is the next frontier driven by raise in data, compute, and algorithms â NLP AI provides significant opportunities for individuals and businesses â AI is being democratized by Corporate America
- 37. Questions?