Welcome!

My name is Dushyant Pareek and I am a Computer Science student, currently working on Machine Learning, Web Development and Data Science.

About Me

I am a student of National Institute of Technology (NIT) Agartala, current pursuing my Master's degree in Computer Applications. I enjoy learning new things and applying them to real-world problems. I am passionate about applying Machine Learning solutions to business problems. I also create responsive and accessible web applications using the MERN stack.

Projects

Movie Recommender System

Movie Recommender System

This project recommends movies similar to the user's choice. It uses stemming and vectorization of relevant features of a movie, such as plot, actors, director, etc. to find similar movies. The dataset used contains almost 5000 movies and the movie posters and metadata is collected from OMDB.

Python
Scikit-Learn
Pandas
Streamlit
Share Price Predictor

Share Price Predictor

This project aims to predict the stock price of a variety of companies. It uses a Long Short Term Memory Model to predict the future price of a company. The model is trained on data from 2000 to till date and is able to predict the future price of most companies with a high accuracy.

Python
PyTorch
Pandas
Streamlit
Student Performance Predictor

Student Performance Predictor

This project aims to predict the academic performance of a student based on their previous academic record. It contains machine learning pipelines created using Python and uses models from the Scikit-Learn library.

Python
Flask
Pandas
Scikit-Learn
MNIST Dataset Analysis

MNIST Dataset Analysis

This project was a college project during which a team of four students analysed the performance of different classification models on the MNIST dataset.

Python
Pandas
Scikit-Learn
Matplotlib

Contact me

Email

dushyant.pareek.2002@gmail.com

Phone

+91 83027 76583

Institution

National Institute of Technology,
Agartala, Tripura, India