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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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AmazingK2k3/README.md

Hi, I'm Kaushik 👋

About me:

a fourth-year CS student from India, who wants to research, understand the first principles and solve fundamental problems using tech that can potentially make huge impacts in the world. I usually work on DL, ML, and Data Analytics.

While I have been in GitHub for quite a long time, I rather have been inactive. I am currently looking to build more projects, develop skill sets and soon venture into the open-source world!

I am currently learning Computer Vision, NLP, and Reinforcement Learning. My primary research topic is Graph Neural Networks. My current pursuit is digging deep and understanding how different models learn, work, and understand. I want to know how Neural Net models learn and how we can use those insights to solve more problems. Currently just reading through papers and breaking them down.

Links:

🚀 Languages, Software and Tools:

Python 3 Conda Django Flask
NumPy Pandas SciPy Streamlit
C Pytorch Scikit Learn TensorFlow
HTML5 CSS3 JavaScript
MongoDB MySQl Firebase
Git LaTeX Markdown PowerShell Visual Studio Code Linux Git Stack Overflow

📊 My Github Stats

Kaushik's Github Stats


Kaushik's Top Languages


Note: Top languages is only a metric of the languages my public code consists of and doesn't reflect experience or skill level. And yeah, my stats are quite beginner level, so for those who are reading this - Come back to check its gradual rise over time :)



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  1. Data_Analytics_Mini_Projects Data_Analytics_Mini_Projects Public

    Repository housing various mini projects from different domains . Projects focus on EDA and implementing the ML Pipeline for different problems and datasets

    Jupyter Notebook

  2. Over_Squashing_GNNs Over_Squashing_GNNs Public

    Repository to study investigate and test different rewiring strategies to mitigate oversquashing

    Jupyter Notebook 1 1

  3. Financial-Modelling Financial-Modelling Public

    Implementation of Streamlit Application for Option Pricing Prediction - Portfolio Development Aider is currently under development

    Jupyter Notebook

  4. Anomaly_Threat_Detection_using_GNNs Anomaly_Threat_Detection_using_GNNs Public

    Building a Graph Neural Network - Intrusion Detection System for CICIDS-2017 and UNSW-NB15 datasets. Currently in progress.

    Jupyter Notebook 1

  5. DL_Transferlearning_FineTuning DL_Transferlearning_FineTuning Public

    An Deep learning Project that invovles the use of Keras prebuilt Convnets, using transfer learning and finetuining annd compare the performance of these models using ensemble learning methods. An P…

    Jupyter Notebook

  6. ML-Regression-Prediction-of-Performance-Decay-of-GT-Turbines ML-Regression-Prediction-of-Performance-Decay-of-GT-Turbines Public

    Prediction of Performance Decay of GT turbines

    Jupyter Notebook 1