Soma Capital Portfolio Jobs

Fullstack Engineer

NanoNets

NanoNets

Software Engineering
India · Remote
Posted on Saturday, April 29, 2023

As a fullstack engineer, you should be comfortable with both backend (Preferably Golang) and frontend (React, Next). You will be primarily working on shipping new features like new integrations, enabling more machine learning API’s, building complex workflows. You will also work on optimizing response times, building features that will scale to 100’s of millions of documents we process every month.

What we expect from you

  • Backend experience - Preferably golang
  • Databases - Understanding of data modeling for SQL preferably MySql/PostgreSQL
  • Strong fundamentals in OOP design patterns
  • Modern CSS layouts like Flex, Grid
  • Frontend experience - React/Next
  • Agility in shipping features
  • Curiosity and Willingness to learn new things while solving a challenging problem
  • Learning and incorporating best practices in software development, security and design/architecture
  • Bonus if you have working experience with AWS/GCP

Some of the interesting features we have shipped in backend

  • Compile python code into C which could be imported into golang and then shipped as binary for on premise systems
  • Autoscale GPU dependent services with kubernetes with a custom metric
  • Displaying machine learning metrics in simplified ways to end users so they can act based on those metrics
  • Building large number and variety of integrations with relatively generic interface like salesforce, quickbooks, RPA's, external databases
  • Process large number of files in highly distributed manner in golang

Some of the interesting things we have shipped in frontend

  • Ability for users to annotate documents so AI can learn which fields to extract
  • Displaying machine learning metrics in simplified ways to end users so they can act based on those metrics
  • Letting users build complex visual workflows around our API in our product.
  • Let users visualize complex ML metrics in a very simple and intuitive way