Parishruthi ganesh
@parishruthiganesh
Ph.D. candidate in AI/ML specializing in LLMs, NLP, and Retrieval-Augmented Generation.
What I'm looking for
I am a Ph.D. candidate in Computer Science focused on Artificial Intelligence, Large Language Models, Natural Language Processing, and Retrieval-Augmented Generation. I design and build AI-powered applications including conversational agents, research retrieval systems, and scalable data frameworks, and I bridge academic research with deployable solutions.
My work includes architecting a RAG system for faculty research discovery, building end-to-end data ingestion pipelines using LangGraph, and developing full-stack and simulation projects across React/Electron, Unity, and Java/Spring Boot. I have strong hands-on experience with PyTorch, Hugging Face, transformers, cloud infrastructure, and production-ready ML tooling.
Experience
Work history, roles, and key accomplishments
Graduate Research & Teaching Assistant
Auburn University
Jan 2024 - Present (2 years 2 months)
Delivered Python and MATLAB labs, mentored undergraduate students, and contributed to research and educational projects including a full-stack engineering data management desktop app and interactive Unity rocket simulation.
Graduate Research & Teaching Assistant
Auburn University
Jan 2024 - Present (2 years 2 months)
Designed and built a Retrieval-Augmented Generation system and data pipeline for faculty research discovery over ~25,000 papers, reducing corpus processing time to 30 minutes and enabling interactive natural-language queries across 50+ faculty profiles.
Associate Software Developer
Emids Technologies
Dec 2021 - Jul 2023 (1 year 7 months)
Led development of a CRM solution and implemented key modules (Leads, Contacts, Email API, Reports) using Spring Boot and RESTful APIs, improving system reliability and supporting customer acquisition workflows.
Education
Degrees, certifications, and relevant coursework
Auburn University
Doctor of Philosophy, Computer Science and Software Engineering
2025 -
Ph.D. candidate in Computer Science and Software Engineering focusing on AI, large language models, NLP, and retrieval-augmented generation.
Auburn University
Master of Science, Computer Science and Software Engineering
2023 - 2025
Grade: 3.82
Master of Science in Computer Science and Software Engineering with coursework in algorithms, operating systems, AI, and data mining; graduated with a 3.82 GPA.
Visvesvaraya Technological University
Bachelor of Engineering, Computer Science
2017 - 2021
Bachelor of Engineering in Computer Science with coursework in data structures, programming, operating systems, and DBMS.
Tech stack
Software and tools used professionally
GitHub
Kubernetes
Jenkins
Jupyter
MySQL
PostgreSQL
MongoDB
SQLite
Gmail
Django
Spring Boot
JavaScript
HTML5
Java
MATLAB
TensorFlow
PyTorch
scikit-learn
Streamlit
DeepSpeed
Gradio
Grafana
OpenSearch
Airflow
SQL
XGBoost
Hugging Face
LightGBM
Weights & Biases
Ray
LiteLLM
vLLM
Langfuse
Vite
Score
pgvector
Observe
Agentic
Enhance
LangGraph
Dynamic
Jan
Availability
Location
Authorized to work in
Job categories
Skills
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