yashpandey474
CS Junior @ BITS Pilani AI-ML, Deep Learning and Blockchain enthusiast
BITS Pilani, PilaniNew Delhi
Pinned Repositories
AI-Disease-Prediction-System
Project for implementing a predictive model for medical diagnosis using supervised linear regression model, allowing certain improvements in the data munging process and experimentation with the feature selection process along with exploring other models
Algorthmic-Trading-Model-for-BTC-USD-Crypto-Market
Using a LSTM Deep Learning model to predict future market opening prices of BTC/USD using timesteps. Comprehensive backtesting illustrating Cumulative returns, average holding time, maximum loss and profit attained by the trading model. Risk management techniques for stop-loss orders and position sizing are also included.
Audio-Classification-using-CNNs
Built various types of CNN architectures for classifying audio. Handled various formats of audio with thorough preprocessing, used different audio & spectrogram augmentations techniques and worked on LSTMCNN, AttentionCNN, ResNets, VGGish and experimented with hyperparameter optimization on ResNetCNN.
Blockchain-A-Z
The repository for my coursework as part of the course Blockchain A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team
Blockchain-Based-Fake-News-Detection-Network
This project develops a blockchain-based network for detecting fake news, leveraging NLP based ML model for assisting a consortium of auditors. The public part of the network enables anonymous participation for readers to access & submit news as transactions which are verified by auditors using a combination of PBFT & Proof of Stake consensus
Blog-Website
A website to dynamically add and read blogs using node, express with EJS and Bootstrap. Blogs stored in a MongoDB backend using Mongoose with node.
Calculator-Web-Application
Built a calculator using Express.js and Node.js with a locally hosted server and multiple post and get requests handled for addition and bmi calculation
Deep-Learning-A-Z
This repository contains my coursework from Deep Learning A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team
Hilbert-R-Tree-Implementation
Data structures & algorithms project for implementing the Hilbert R Tree data structure as present in the original research paper, focusing on the adding of elements and searching of elements along with a pre-order traversal of the tree.
Identification-of-fake-reviews
Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc.
yashpandey474's Repositories
yashpandey474/Identification-of-fake-reviews
Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc.
yashpandey474/Hilbert-R-Tree-Implementation
Data structures & algorithms project for implementing the Hilbert R Tree data structure as present in the original research paper, focusing on the adding of elements and searching of elements along with a pre-order traversal of the tree.
yashpandey474/Blockchain-Based-Fake-News-Detection-Network
This project develops a blockchain-based network for detecting fake news, leveraging NLP based ML model for assisting a consortium of auditors. The public part of the network enables anonymous participation for readers to access & submit news as transactions which are verified by auditors using a combination of PBFT & Proof of Stake consensus
yashpandey474/Deep-Learning-A-Z
This repository contains my coursework from Deep Learning A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team
yashpandey474/AI-Disease-Prediction-System
Project for implementing a predictive model for medical diagnosis using supervised linear regression model, allowing certain improvements in the data munging process and experimentation with the feature selection process along with exploring other models
yashpandey474/Algorthmic-Trading-Model-for-BTC-USD-Crypto-Market
Using a LSTM Deep Learning model to predict future market opening prices of BTC/USD using timesteps. Comprehensive backtesting illustrating Cumulative returns, average holding time, maximum loss and profit attained by the trading model. Risk management techniques for stop-loss orders and position sizing are also included.
yashpandey474/Audio-Classification-using-CNNs
Built various types of CNN architectures for classifying audio. Handled various formats of audio with thorough preprocessing, used different audio & spectrogram augmentations techniques and worked on LSTMCNN, AttentionCNN, ResNets, VGGish and experimented with hyperparameter optimization on ResNetCNN.
yashpandey474/Blog-Website
A website to dynamically add and read blogs using node, express with EJS and Bootstrap. Blogs stored in a MongoDB backend using Mongoose with node.
yashpandey474/Calculator-Web-Application
Built a calculator using Express.js and Node.js with a locally hosted server and multiple post and get requests handled for addition and bmi calculation
yashpandey474/Churn-Prediction-Neural-Network
Implemented an Artificial Neural Network to predict probability of churn of a customer using 2 hidden layers and a sigmoid activation function in the output layer.
yashpandey474/Competitive-Coding
My solved problems on leetcode, codeforces, codechef etc. Code for the problems is majorly in python
yashpandey474/CSF211-Data-Structures-Algorithms-Lab
yashpandey474/CSF303-Computer-Networks-Lab
Networking lab code encompassing TCP & UDP implementations with simulated packet loss. Includes protocol implementation of Stop and wait, Go Back-N and Selective Repeat.
yashpandey474/CSF342-Computer-Architechture-Lab
Lab code for the Computer Architecture Verilog Modelling lab in my 5th Semester of college.
yashpandey474/CSF363-Compiler-Construction-Project
This C-based compiler project focuses on Lexical and Syntax Analyzers for parsing a simplified language, featuring top-down table driven LL(1) parsing. It enables efficient token recognition and syntax analysis, with visual parse tree generation via a Python script and CI/CD integration.
yashpandey474/CSF372-Operating-Systems-Tutorials
Code covering file & directory system calls, process system calls, threads etc. of CSF372 Operating Systems tutorials.
yashpandey474/Dehazing-Of-Images-using-CGANs
Using a conditional GAN architecture with a composite loss function including Min-Max, L1, L2 losses for dehazing of images. Experiments include numerous generator models, data augmentation to add image pairs (clean image, hazy image) with 3 different levels of haze.
yashpandey474/Dynamic-Clock
Created with CodeSandbox
yashpandey474/Face-Detection-OpenCV
yashpandey474/JAVA-Design-Pattern-Implementation
yashpandey474/Keeper-App
yashpandey474/PY-Management-System-Projects
yashpandey474/QR-Code-Generator
Built a QR Image generator using node and npm modules qr-image and initializer
yashpandey474/React-App-1
Created with CodeSandbox
yashpandey474/Recommender-System-DL
Building a movie recommender using Boltzmann Machines and AutoEncoders in python.
yashpandey474/Salary-Prediction-using-Machine-Learning
A machine learning project with a streamlit GUI that predicts salaries of developers based on their education, years of coding experience, number of languages known etc. Multiple supervised learning models were trained and the best performing one is utilised for predictions.
yashpandey474/ToDo-List-Web-App
Dynamic web application to create multiple custom lists using Node.js, Express.js, EJS templating, Bootstrap and MongoDB used for database storage.
yashpandey474/Verilog-Modelling
Code practicing verilog modelling from various resources on multiple topics
yashpandey474/Wiki-API
Express.js web application that serves as a basic API. The application is built using Node.js and MongoDB for data storage. It provides endpoints to manage articles, including creating new articles, retrieving all articles, retrieving a specific article, updating an article, and deleting an article.
yashpandey474/yashpandey474