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SujanNeupane42/README.md

Hey πŸ‘‹, I'm Sujan!



A Computer Science graduate πŸš€ from Kathmandu, Nepal. GIF

About Me!

  • πŸ‘¨πŸ½β€πŸ’» I am currently pursuing a Master's in Data Science from UMBC.
  • πŸš€ I'm working as a Research Assistant at UMBC, applying data analytics and machine learning to NASA-affiliated research projects.
  • πŸ€” My interests include data science and machine learning.
  • πŸ’¬ Ask me about anything, I would love to answer!
  • πŸ“« Email me at neupanesujan420@gmail.com.

Languages and Tools:

Python scikit-learn PyTorch MySQL NumPy Pandas Java C Dask GeoPandas DaskGeoPandas QGIS

⭐️ From Sujan

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  1. NEPSE-Chatbot-Using-Retrieval-augmented-generation-and-reranking NEPSE-Chatbot-Using-Retrieval-augmented-generation-and-reranking Public

    This project will develop a NEPSE chatbot using an open-source LLM, incorporating sentence transformers, vector database and reranking.

    Jupyter Notebook 2

  2. LLM_Quantization LLM_Quantization Public

    Quantizing LLMs using GPTQ

    Jupyter Notebook

  3. MedicareAI-Multiclass-Classification-of-Chest-Radiographs-Using-CNNs-and-GANs MedicareAI-Multiclass-Classification-of-Chest-Radiographs-Using-CNNs-and-GANs Public

    This is my final year undergraduate project.

    Jupyter Notebook

  4. GANs_for_Tabular_data GANs_for_Tabular_data Public

    This repo contains PyTorch implementation of cGAN, cWGAN, and cWGAN-gp for tabular data.

    Jupyter Notebook 11

  5. ML_Algorithms_From_Scratch ML_Algorithms_From_Scratch Public

    This repo contains scratch implementation of various algorithms done using NumPy, Pandas and Python

    Jupyter Notebook

  6. Classification_Using_VGG19_and_TransferLearning Classification_Using_VGG19_and_TransferLearning Public

    VGG19 model has been trained from scratch on a multiclass classification flower dataset and the scratched trained VGG19's performance is compared with VGG19 model trained on imagenet.

    Jupyter Notebook