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YashaswiniSampath/README.md

Hi there 👋

My background spans Software Development Engineering, NLP, and Machine Learning, with expertise in delivering impactful solutions across full-stack development. I thrive on tackling complex problems with a data-driven approach. I am currently researching natural language processing in medical informatics at Indiana University, focusing on improving how medical data is interpreted and making systems more efficient.

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  1. BERT-Based-Sentiment-Classification-Using-PyTorch BERT-Based-Sentiment-Classification-Using-PyTorch Public

    Using PyTorch and BERT, classify sentences as truthful or deceptive in a small dataset optimizing model training for natural language processing tasks.

    Jupyter Notebook 1

  2. Ensemble-Classifier Ensemble-Classifier Public

    This notebook explores comprehensive machine learning analysis on a rock dataset, covering attribute distribution analysis, outlier identification using statistical values and visualizations like s…

    Jupyter Notebook

  3. Probabilistic-reasoning-for-NLP-and-Vision Probabilistic-reasoning-for-NLP-and-Vision Public

    This repository features projects on Part-of-Speech Tagging and Optical Character Recognition (OCR). For POS tagging, we use Bayes Nets and the Viterbi Algorithm to label words in sentences. Our OC…

    Python

  4. PCA-Dimensionality-reduction PCA-Dimensionality-reduction Public

    This repository features hands-on experiment on topics like PCA, t-SNE, LLE, MDS for dimensionality reduction, K-Means, EM for clustering, and neural network training, visualization, model evaluati…

    Jupyter Notebook

  5. AlgaeAI-Classification-using-Neural-Networks AlgaeAI-Classification-using-Neural-Networks Public

    Neural networks for algae identification

    Jupyter Notebook

  6. Tour-Management-MERN Tour-Management-MERN Public

    Tour Management System using MERN stack with features like itinerary planning, booking management, and GeoIP-based recommendations.

    JavaScript