Setoo.com is a startup that gives insurance and protection as a service.
As a senior full-stack developer, I was responsible for choosing the technology stack, setting development milestones, data modeling, deployment strategy, and development workflows.
I wrote in scala / python a machine learning random-forest algorithm using spark ML that predict the probability of delay or cancelation and exposed a rest API. The cost of the insurance policy is calculated based on that probability. Besides ML I was a key java developer that help to build the server side.
The technology stack:
Spring cloud for AWS
Spring cloud config
Spring batch
Spring data
Spring state machine
Apache spark ML+ apache zeppelin
Client-side - Html5 + thymeleaf
Storage - I use hibernate, MySQL, HSQL, S3, Redis, spark, SPRING batch, SPRING data