AllyO is a chatbot platform for recruiting and a family of automation services integrating with external CRM systems. Built on AWS (RDS, Lambda, Kinesis, DynamoDB, Snowflake), it uses a multitude of services which are inter-connected via various sync or async protocols/apis/methods. AllyO gravitates towards heavy enterprise markets like SalesForce and similar. My role was leading analytics/reports projects that ran as AWS services, exposed Rest/GraphQL APIs for analytics, and provided integrations with 3rd party BI tools like Tableau and Snowflake, lexicon development and data splitting for machine learning (c) models.