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Parishruthi Ganesh

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    Experience

    Research, industry and teaching

    Drawn from the resume. Supervisor names, internal project details and anything not already public are deliberately omitted.

    1. December 2024 – Present

      Leadership

      Treasurer

      The Society for Responsible Artificial Intelligence

      Elected treasurer of a student society focused on responsible AI practice.

      • Serve as treasurer for the society (role recorded on resume under Leadership Experience).

    2. January 2024 – Present

      Research

      Auburn, Alabama

      Graduate Research & Teaching Assistant

      Auburn University

      Research assistantship spanning retrieval-augmented systems over scholarly corpora, a digital-engineering data platform, and an interactive simulation for science education, alongside undergraduate lab instruction.

      • Deliver hands-on Python and MATLAB lab sessions to undergraduate students, supporting programming proficiency and analytical problem-solving through mentoring and assignment guidance.

      Technical contributions

      AUSME Faculty Expertise RAG System

      Python · RAG · LangGraph · Web Scraping · LLMs

      A retrieval-augmented system that generates contextual summaries of faculty research papers and exposes them through a conversational interface for exploring expertise and potential collaborations.

      • Designed and built a retrieval-augmented generation system generating contextual summaries of faculty research papers, enabling an interactive chatbot-like interface for exploring expertise and potential collaborations across 50+ faculty members.
      • Collected and pre-processed a dataset of roughly 25,000 research papers by scraping metadata and full texts, achieving a complete retrieval pipeline processing time of 30 minutes for the entire corpus.
      • Built the data ingestion and preprocessing pipeline using LangGraph, integrating document parsing, metadata structuring and embedding generation to support semantic retrieval over large-scale research collections.
      • Proposed a deployment architecture allowing faculty and research groups to query publications in natural language, improving visibility of research domains and supporting interdisciplinary team formation.

      AUSME Faculty Expertise RAG System →

      DEMA — Digital Engineering Data Management Platform

      React · Electron · Vite · Java · Spring Boot

      A full-stack desktop application for engineering data lifecycle management, implementing the CIM4DE conceptual information model.

      • Architecting a full-stack desktop application for engineering data lifecycle management using React, Electron and Vite on the frontend with Java/Spring Boot backend services.
      • Implemented the complete CIM4DE (Conceptual Information Model for Digital Engineering) specification, designing data models for entity relationships, classification hierarchies and metadata schemas.
      • Developed automated data-quality classification logic to identify and categorise engineering records by completeness and validation criteria.
      • Collaborating on system integration with engineering workflows, enabling traceability and consistency across digital engineering processes through standardised metadata management.

      DEMA — Digital Engineering Data Management Platform →

      Interactive Rocket Simulation for Science Education

      Unity · C# · Physics Simulation

      An interactive Unity simulation letting students change rocket parameters and observe the resulting flight behaviour in real time.

      • Developed an interactive rocket simulation in Unity to enhance science education, enabling students to modify rocket parameters (fuel capacity, thrust) and observe real-time outcomes in a virtual environment.
      • Built multi-user interaction support across PC and tablet platforms, integrating realistic physics calculations for velocity and altitude tracking while refining UI, level generation and environmental interactions.

      Interactive Rocket Simulation for Science Education →

      Technologies

      • Python
      • LangGraph
      • Retrieval-Augmented Generation
      • React
      • Electron
      • Vite
      • Java
      • Spring Boot
      • Unity
      • C#

    3. December 2021 – July 2023

      Industry

      Bangalore, India

      Associate Software Developer

      Emids Technologies Pvt Ltd

      Full-stack development on an enterprise CRM platform covering marketing, product, customer-service and sales operations.

      • Led development of a comprehensive CRM solution supporting marketing, product development, customer service and sales operations, enabling efficient customer acquisition and relationship management.
      • Designed and developed key modules including Leads, Contacts, Email API, Reports and Accounts, implementing CRUD operations, Spring Boot configurations and RESTful APIs for optimised functionality and system reliability.
      • Built dynamic user interfaces using JSP and JSTL tags, integrated email-sending services, and streamlined server-side functionality with Servlets for a scalable, secure and user-friendly application.

      Technologies

      • Java
      • Spring Boot
      • RESTful APIs
      • JSP
      • JSTL
      • Servlets
      • SQL

    A condensed version of everything above is on the resume page, which also offers the PDF.