Pruthviraj J.

Experience

• 

  University of Limerick

  Nov 2021 - May 2022

  ML Research Intern

  DECART: Planning for Decarbonising Transport Sector with Predictive Analytics - An Irish Case Study• Studied carbon footprint in Ireland using numpy ,pandas, seaborn.• Energy Demand & Production Forecasting: Developed machine learning models to forecast energy demand in the transport sector, specifically for Electric Vehicles (EVs), and predict energy production from wind energy.• Utilized regression and time series models, including SARIMA, ARMAX, ARIMA, ANN, and Random Forest Regressor to achieve high accuracy in predictions. Show less

• 

  NVIDIA

  Jan 2022 - Jun 2022

  SDET Intern

  1. Log parser for UDA automation testing to enabled automated bug filing.• Directly collaborated with internal team on requirements collection, input, and review.• Created a parser for the Bug Automation Tool (BAT) to capture error signs, system information, and regression data for the internal team to bug file automatically.• A parser was deployed so that the team did not have to manually report bugs.Regex, RestAPI, and Python are the technologies used.2. Automation of Change Based Test Planning weekly KPIs• Automated the HTML based dynamic report email in Python, saving 3-4 hours of manual work per week in order to provide insights on CBTP weekly KPIs.• Retrieved data from multiple databases using SQL server queries. made computations and used charts and images to convey facts in graphical form. Show less

• 

  Dassault Systèmes

  Jul 2022 - now

  • Developing Sales Strategy Management, container based microservice webapp.Sales team use it for managing targeting for clients.Developed efficientRestful APIs.• Python Scripts for Deployment and Productivity Created scripts using Pythonto streamline deployment processes and improve day-to-day productivity forthe team.• Lead Odds Win Forecasting: Completed a POC on lead odds win forecast- ing using decision tree algorithms, achieving 88 % accuracy.• Generative AI LLM RAG Chatbot: Developed a RAG chatbot for project de- velopment over requirement specification using LlamaIndex Utilized hosted internal APIs. Implemented BaseEmbeddings, LLMModel.• RAG will assist QA in suggesting tests, help developers check for regression issues while developing new functionality, and define team for missing points Show less IGT Project - Web Application forInternal Sales Team• Contributed to Development of IGT web applications using a Java backendframework based on JAX-RS.Successfully delivered requirements on time. Prioritized bestcoding practices and optimized time complexity to enhance the performance ofweb services.Improved performance of web application by reducing REST api calls.• PPI Project - Sole Responsibility for Back-End and Front-End Development • Developed requirements and efficiently resolved production tickets on own,showcasing problem-solving abilities and adaptability.• Data Science Experience Developed data cleaning,filtering and pre-processingscripts in python for DSE to create interactive visualizations using variouscharts. Show less

  • Software Engineer Specialist

    Apr 2024 - now

  • Associate Software Engineer

    Jul 2022 - Apr 2024