Designing Interfaces for AI driven products

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Transcript

2. Hi!
3. Samarth Gulati
4. Freelance UX designer & web-developer
5. Masters in HCI from
6. UX Engineer at
14. Designing Interfaces for AI driven Products Samarth Gulati
15. All characters, and events portrayed in this story are fictitious. Any resemblance to real persons, living or dead, is purely coincidental. No managers were harmed in the making of this presentation. DISCLAIMER
16. Designer
17. Designer User informs about
18. Designer
19. Software Engineer Designer
20. Software Engineer Code informs about Designer
21. Software Engineer Product Manager Designer
22. Software Engineer Product Manager Business informs about Designer
23. Software Engineer Product Manager Designer
24. Designer
25. Software Engineer Designer
26. Software Engineer Designer Product Manager
27. Software Engineer Product Manager Designer
28. Software Engineer Product Manager Data Scientist Designer
29. Software Engineer Product Manager Data Scientist Data informs about Designer
30. Software Engineer Product Manager Data Scientist Designer
31. Designer
32. Designer
33. Designer Data Scientist
34. Designer Data Scientist
35. Product Manager Data Scientist Designer
36. Software Engineer Product Manager Data Scientist Designer
37. Software Engineer Product Manager Data Scientist Designer AI/ML Engineer
38. Software Engineer Product Manager Data Scientist Designer AI/ML Engineer Algorithms informs about
39. Software Engineer Product Manager Data Scientist Designer AI/ML Engineer
40. Designer
41. Designer
42. Software Engineer Product Manager Data Scientist Designer AI/ML Engineer
43. Moral
44. Software Engineer Product Manager Designer
45. Software Engineer Product Manager Data Scientist Designer AI/ML Engineer
46. DataVis Tools Books & People Microsoft Excel
47. AI/ML Tools Cloud based AI services Books & People
52. P Paradigm
53. Visualise the training data
54. look for any biases
55. if there’s lot of variation, collect custom training data
56. crowdsourcing services*
58. Expose all the levers
59. Expose all the levers Test all the permutations
60. Expose all the levers Test all the permutations and once parameters are finalised
62. role of design is
63. to remove uncertainty early on
64. for a consumer product user’s needs and preferences
65. a dashboard + incoming data user’s needs and preferences
66. for AI/ML + algorithms and parameters user’s needs and preferences + incoming data
67. Thank You!