2. My life journey
• Born in a lower middle class family in India.
• Published first research paper on AI in 2002.
• Went on to work in Germany, Belgium and Scotland as AI
researcher. Published 10 papers on AI.
• Masters from Univ. of Cambridge.
• Lived in 9 countries. Built 4 startups - 2 in US, one in UK and
one in Belgium
3. Since September 2016
• Mentor - FI, Google Launchpad.
• Write (Startups, Sales, AI,…)
• Speak (In 2017 spoke at 13 events in 5 countries)
• Consult various companies around the world on technology and
sales
What I do now?
4. Why here?
• Love meeting people from all over the world.
• Share what I know.
• Learn from you all.
5. Today’s talk
• What is Predictive Analytics?
• Case studies on using Predictive Analytics for Product
development
• What’s store in future?
Goal: Show something that you can start working on from tomorrow
32. A new approach to Prediction
Day 1 Product x Product y Product z
Day 2 Product a Product b Product c
Day 3 Product e Product x Product z
Day 4 ? ? ?
Day 5 ? ? ?
Input Prediction
40. Unsupervised NN - Clustering
Hidden layer
Output layer
Acceleration score
Speed score
Mobile usage score
Friend’s median
score
Bad
driver
Good
driver
42. New Product
Bad drivers Good drivers
• High Incentive + penalty
• Insurance
• Gamification to improve
behaviour
• Gamification for fun
and engagement
46. Bug fixing - SOM
• Like crime, bugs are
also around similar
regions of code.
• Dependencies of code.
• New code likelihood for
bugs.
47. What is in for you all?
• Can you incorporate some of the aspects in your product?
• Build a product to do predictive analytics - Billion dollar market.
48.
49.
50. Go and build something
awesome!
Rudradeb Mitra | https://www.linkedin.com/in/mitrar/