Research Assistant

Hello, I'm
Roopa Raj

Exploring the frontiers of artificial intelligence, building intelligent RAG systems, and transforming data into actionable insights.

3+Years of Research
01

About Me

Passionate about pushing the boundaries of what's possible with artificial intelligence. My journey in AI research has been driven by curiosity and a deep desire to create systems that can truly understand and augment human intelligence.

I specialize in Retrieval-Augmented Generation (RAG) systems, where I work on bridging the gap between vast knowledge bases and intelligent response generation.

When I'm not immersed in research papers or training models, I enjoy sharing knowledge through writing and mentoring.

15+Projects
5+Publications
3+Years
Curiosity
02

Skills & Expertise

🧠

AI & ML

  • Deep Learning
  • NLP
  • LLMs
  • Neural Networks
🔍

RAG Systems

  • Vector Databases
  • Semantic Search
  • Embeddings
  • LangChain
📊

Data Science

  • Python & SQL
  • PyTorch
  • Visualization
  • Statistics

Tools

  • Git & Docker
  • AWS / Cloud
  • Hugging Face
  • MLflow
03

Featured Projects

01

Intelligent Document Q&A System

RAG-based system enabling natural language queries over large document collections.

RAGLLMPython
View →
02

Predictive Analytics Dashboard

Interactive dashboard for visualizing and predicting trends with real-time data.

Data ScienceML
View →
03

Multi-Modal AI Assistant

AI assistant processing text and image inputs using vision-language models.

Computer VisionNLP
View →
04

Latest Articles

January 2025

Understanding RAG: A Comprehensive Guide

An in-depth exploration of Retrieval-Augmented Generation architecture.

Read More →
December 2024

The Future of AI Research

Emerging trends in artificial intelligence research.

Read More →
November 2024

Data Science Best Practices

Practical tips for conducting rigorous research.

Read More →
05

Work Experience

2023 — Present

Research Assistant

University Research Lab

Leading research in AI and NLP, developing novel RAG architectures.

2022 — 2023

Data Science Intern

Tech Company

Applied machine learning to solve business problems.

06

Publications

2024

Advancing RAG Systems: Novel Approaches to Context Retrieval

Conference on AI Research, 2024

Roopa Raj, et al.

2024

Efficient Data Processing Pipelines for Large-Scale ML

Journal of Data Science, 2024

Roopa Raj, et al.

2023

A Survey of Modern NLP Techniques in Information Retrieval

Workshop on NLP Applications, 2023

Roopa Raj, et al.

07

Let's Connect

I'm always open to discussing research collaborations, new projects, or opportunities.