Varshini RK

Work with domain/customer teams to understand business context, data dictionaries and apply relevant ML/DL/Generative AI solution for the given business challenge. Work with tools and scripts for pre-processing the data and feature engineering for model development, optimize and tune ML and DL models. Work with Transformer Models for various NLP Tasks, use LLMs for generative AI solutions. Work on deployment and integrating models with other applications.

Data Cleaning, Preparation and Visualization: Performed Data Cleaning and preprocessing of both structured and unstructured data. Applied feature engineering techniques. Developed Power BI dashboards to understand machine utilization of 50+ RPA robots. Algorithm Development: Devised high performance Invoice processing ML systems to extract key field values of 50+ invoice templates. Conducted ML workshop programs on fundamentals of Python and Machine Learning.

Design, develop and configure Robotic Process Automation (RPA) solution to meet end-to-end requirement of business processes. Handling deployment of Process, schedule jobs, monitoring of all Robots registered to the Orchestrator.