Hi there, My name is Vansh Gupta 👋

💫 About Me:

🔭 I’m currently working on Fuzzy Logic Systems and their ability to enhance embedding representation.
🌱 I’m currently learning DSA, C++, Competitive Programming, Machine Learning
👯 I’m looking to collaborate on Research Internships for upcoming summer '24. I am interested in working on LLMs, Generative Models, and Quantum Machine Learning.
📫 How to reach me [email protected] , [email protected]

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Vansh Gupta's Projects

bitpredict--bitcoin-price-forecasting-model

BitPredict is a time series forecasting machine learning project through which I have applied my knowledge of Linear layers, LSTM layers, Convolutional Layers and other concepts into predicting the bitcoin prices using the historical prices dataset from October 2013. All the useful resources are mentioned in the notebook.

dvc_project

A very basic machine learning model which uses dvc for data version control

fuzzy-representation-learning

A Fuzzy Pre-procressing layer which can be used with embeddings to enrich the information content.

graphgan

A reimplentation of GraphGAN paper with four different pre-train embedding algorithms to be further tested on Fuzzy Layer

mlops

A MLOPS project which uses zenml, mlflow and streamlit to create pipelines and deploy the model

sdo-hmi-los-magnetogram-images-

I have collected some images of around 20 Active Regions and separated them into training and test sets to run a CNN solar flare prediction model

skimlit-nlp-model

SkimLit is a Natural Language Processing based model which includes different embeddings and architectures for processing the PubMed dataset. Links to the papers which include the dataset and the details of the architectures are mentioned in the Colab notebook

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