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nandini211995/README.md

👋 Hello, I'm Nandini Saini

I completed my integrated postgraduate degree (B.Tech + M.Tech) in Information Technology from IIIT Gwalior. Recently, I submitted my Ph.D. thesis at IIT Jodhpur in the Department of Computer Science. My research lies at the intersection of Computer Vision, Multimodal AI, and Explainable Deep Learning, with applications in remote sensing image analysis.

🔬 Currently Exploring

  • Vision + Language Models (e.g., LLaVA, BLIP, Kosmos, GPT, DeepSeek)
  • Mathematical innovation behind LLMs
  • Reinforcement Learning with LLMs
  • Open-set Object Detection in Remote Sensing
  • Generative AI for impactful real-world tasks
  • Agentic AI & Retrieval-Augmented Generation (RAG) across domains

🛠️ Languages and Tools I Work With

Python MATLAB OpenCV PyTorch Keras TensorFlow Git GitHub LaTeX HuggingFace

📚 What You’ll Find Here

  • Codebases for research papers (WACV, IGARSS, ECIR... and more coming soon)
  • Experiments with Transformers, LLMs, Agentic AI, and Multimodal Learning
  • Occasional fun side projects when inspiration strikes!

📫 Reach Me

💡 Fun Fact

I love diving deep into AI models by day, and exploring new cultures and cuisines by night 🍱🌍

Pinned Loading

  1. Bias-Detection-on-Bollywood-celebrity-dataset Bias-Detection-on-Bollywood-celebrity-dataset Public

    This notebook for the bias analysis on the Bollywood celebrity face dataset.

    Jupyter Notebook

  2. Adversarial-Attacks-Detection-and-Mitigation. Adversarial-Attacks-Detection-and-Mitigation. Public

    Python

  3. Mitigate-the-bias-in-binary-classification-on-Labeled-Faces-in-the-Wild-dataset Mitigate-the-bias-in-binary-classification-on-Labeled-Faces-in-the-Wild-dataset Public

    Jupyter Notebook

  4. Explainability-of-deep-learning-model-using-LIME Explainability-of-deep-learning-model-using-LIME Public

    Jupyter Notebook

  5. Visualisation-of-deep-learning-model-using-GradCam Visualisation-of-deep-learning-model-using-GradCam Public

    Jupyter Notebook

  6. Intelligent-Movie-Recommender-System-Using-Machine-Learning Intelligent-Movie-Recommender-System-Using-Machine-Learning Public

    PHP