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Hello!
¡ñ Shobhit, responsible for engineering at Mobility
¡ñ Mostly found in Bangalore
¡ñ At Go-jek since October, 2015
¡ñ Previously, co-founder @ CodeIgnition
¡ñ Worked on various teams, including
¡ð Systems
¡ð Kilat/Send
¡ð Allocation
Dynamic Pricing
Too many people involved!
&
Too much attention!
¡ñ Go-ride
¡ñ Allocation
¡ñ Data Science
¡ñ Driver Platform
¡ñ Data Engineering
¡ñ Go-Food
¡ñ Go-Send
¡ñ BoDs
Feature Team
Dynamic pricing
¡ñ Start from end state, break into small chunks:
¡ð Milestone 1: Chart of demand to supply ratio
¡ð Milestone 2: Manually defined surge multipliers
¡ð Milestone 3: Dynamic surge only in specific area
¡ð Milestone 4: Phased nationwide roll-out
¡ñ Iterative improvement: Balancing surge multipliers
across GO-RIDE, GO-FOOD, GO-SEND¡ªmultiple
service types served by the same fleet
Dynamic pricing
Key takeaway: Iterate, iterate, iterate
¡ñ Always start small¡ªyou can be ambitious with the end
state, just don¡¯t try to build the whole thing at once
¡ñ Make sure everyone working on a project feels like one team -
will require a lot of listening
¡ñ Regular cadence, and prompt distribution of information -
be it good or bad
¡ñ Involve people at right time - milestoning can help in
deciding when
Questions?

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Surge!

  • 2. ¡ñ Shobhit, responsible for engineering at Mobility ¡ñ Mostly found in Bangalore ¡ñ At Go-jek since October, 2015 ¡ñ Previously, co-founder @ CodeIgnition ¡ñ Worked on various teams, including ¡ð Systems ¡ð Kilat/Send ¡ð Allocation
  • 4. Too many people involved! & Too much attention! ¡ñ Go-ride ¡ñ Allocation ¡ñ Data Science ¡ñ Driver Platform ¡ñ Data Engineering ¡ñ Go-Food ¡ñ Go-Send ¡ñ BoDs
  • 6. Dynamic pricing ¡ñ Start from end state, break into small chunks: ¡ð Milestone 1: Chart of demand to supply ratio ¡ð Milestone 2: Manually defined surge multipliers ¡ð Milestone 3: Dynamic surge only in specific area ¡ð Milestone 4: Phased nationwide roll-out ¡ñ Iterative improvement: Balancing surge multipliers across GO-RIDE, GO-FOOD, GO-SEND¡ªmultiple service types served by the same fleet
  • 8. Key takeaway: Iterate, iterate, iterate ¡ñ Always start small¡ªyou can be ambitious with the end state, just don¡¯t try to build the whole thing at once ¡ñ Make sure everyone working on a project feels like one team - will require a lot of listening ¡ñ Regular cadence, and prompt distribution of information - be it good or bad ¡ñ Involve people at right time - milestoning can help in deciding when