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rishikanigam/README.md

πŸ‘©β€πŸ’» About Me

class Rishika:
    def __init__(self):
        self.name       = "Rishika Nigam"
        self.role       = "AI/ML Developer & Data Scientist"
        self.interests  = ["Deep Learning", "NLP", "Remote Sensing", "Computer Vision"]
        self.tools      = ["Python", "TensorFlow", "PyTorch", "Scikit-learn", "Pandas"]
        self.currently  = "Exploring multimodal AI & satellite imagery analysis"
        self.fun_fact   = "I taught a model to read crops from space πŸ›°οΈ"

    def say_hi(self):
        print("Thanks for visiting! Let's build something impactful together.")

me = Rishika()
me.say_hi()

πŸš€ Featured Projects

Fusing Sentinel-1 SAR and Sentinel-2 optical satellite data for precision crop classification using advanced ML/DL models.

Remote Sensing CNN SAR Jupyter

End-to-end NLP pipeline to classify Amazon reviews as positive, negative, or neutral β€” from raw text to actionable insights.

NLP NLTK Transformers Python


πŸ› οΈ Tech Stack

Languages & Frameworks

Python TensorFlow PyTorch Scikit-learn Keras

Data & Visualization

Pandas NumPy Matplotlib Jupyter

Tools

Git GitHub VS Code Google Colab


πŸ“Š GitHub Stats


🌱 Currently Working On

  • πŸ›°οΈ Advancing satellite-based crop monitoring with multimodal fusion techniques
  • πŸ€– Exploring LLMs for domain-specific text classification
  • πŸ“š Learning MLOps to bring models from notebooks to production

πŸ“« Let's Connect!

GitHub Email

Open to research collaborations, ML projects, and interesting conversations!


Pinned Loading

  1. Crop-Classification-using-Deep-Learning-Models Crop-Classification-using-Deep-Learning-Models Public

    This repository focuses on fusing Sentinel-1 Synthetic Aperture Radar (SAR) and Sentinel-2 optical datasets for classification tasks using advanced machine learning and deep learning models.

    Jupyter Notebook

  2. Amazon-Product-Review-Sentiment-Analysis-using-Natural-Language-Processing- Amazon-Product-Review-Sentiment-Analysis-using-Natural-Language-Processing- Public

    Welcome to the Amazon Product Review Sentiment Analysis repository! This project leverages Natural Language Processing (NLP) to analyze and classify Amazon product reviews as positive, negative, or…

    Jupyter Notebook