Abhay Rathod

Australian Insurance Provider

• Performed EDA and pre processing steps to create training data from thousands of emails
• Developed light gradient boosting model to classify incoming emails into different phases of claim processing
• Developed model monitoring solution to track metrics like Target drift and Features drift.

Middle East Chemical Company

• Drove conversations with the business team during the phase of requirement gathering, project road map, stakeholder management to ensure quality end product
• Developed Handler modules for generating automated queries to extract data from Neo4j graph database
• Developed Flask app (API) which served as middleware between Front-end (React App) and Rasa Framework (AI service) of chatbot
• Developed CI/CD pipelines for deploying different modules of chatbot on On-Premise servers. This included setting up RHEL servers and deployment of Rasa Module (AI service), Front end (React App), Middle ware (Flask App) and Webcrawler (Data extraction module) using on-premise azure agent.
• Assisted in development of web crawler module in python to scrape product and document level data from website in a clean, structured and efficient way
• Assisted in designing product ontology that enables fast and effective query processing on Neo4j by writing python scripts that transform scraped data to W3 standard knowledge graph
• Wrote exhaustive unit tests for web crawler and ontology creation modules
• Assisted in the development of chat-bot using RASA open-source

American CPG company

• Drove conversation with business stakeholders during the phase of requirement gathering, project road map, stakeholder management to ensure quality end product
• Designed ETL pipeline for creating data assets
• Wrote reusable python/pyspark scripts to extract, transform and load (ETL) data.
• Wrote unit test cases and setup CI/CD pipeline for proper release management.
• Designed and created automated Azure datafactory pipelines for cleaning and creating reusable data assets for multiple use-cases in supply chain management