Riddhi Kumavat

• Assisted in RPA initiatives by automating the creation of Jira issues from log files using Python-based workflows. • Developed a comprehensive dashboard to extract and visualize key performance indicators (KPIs) from multiple data sources for vehicle models within the Arval fleet. • Developed a professional application that leverages large language models (LLMs) to streamline and automate the process of completing tender questionnaires with accuracy and efficiency. • Led the development of an application that transforms raw feedback into clear, actionable insights by leveraging LLMs for translation, classification, and summarization. • Designed an evaluation framework to measure the performance and effectiveness of both newly built and existing chatbots, ensuring they meet defined quality and usability standards.

• Assisted in research by conducting data analysis and applying Natural Language Processing (NLP) techniques for data pre-processing and contributing to the development of upcoming research paper. • Implemented Python automation for handling big data and Machine Learning techniques, including AutoPhrase and Latent Dirichlet Allocation (LDA) for topic modelling. • Created visualizations using ggplot2 in R and Matplotlib in Python to enhance understanding of results and facilitate analysis.

- Managed application deployments while working on Microsoft Endpoint Configuration Manager (MECM), handled the responsibility of an Application Packager. - Performed numerous tasks in this job, with use of PowerShell and batch script knowledge. - Individually met the objective by surpassing the team goal by 55%. - Created report on a monthly basis by extracting raw data from MECM with help of SQL queries and cleaning, filtering using Excel skills to make it presentable. - Gained exposure over basics in technologies like Microsoft Intune, M365 Defender, Security, Compliance and Identity Fundamentals.