HimangshuB's repositories
Chatbot-Medicus
https://chatbot-medicus.herokuapp.com/ It will provide the information about the disease, it's cause, symptoms, diagnosis, treatment, and precautions needs to be taken etc. Used Azure Web App for deployment from github repository. The project starts with data extraction using selenium Webdriver in python. After that the data is dump into json file. Create intent for the dataset and built a model for intent classification. Used SVM classifier which provide an accuracy score of 87%. Based on the intent, using cosine similarity find the most similar query and output the answer form the cleaned dataset.
Flood-Prediction-Unit-Hydrography-and-ML
Designed Machine Learning models to predict flood, use rainfall data of Kerala. • Data visualization is done using pandas, numpy, seaborn, matplotlib. • Implemented KNN, Logistic Regression and SVM for getting the optimized models.
Analysis-of-Armenia-GDP-per-Capita-etc
Detail analysis of GDP , per Capita income , passenger carried by Railway and air Transport , Goods carried by Railway and Air Transport ,per capita CO2 emmsion.Also the predict value in the next 2 decades of various attributes are determined.
Estimation-of-annual-insurance-premium
Implemented ANN dense layer model to predict the Annual premium of medical Insurance .Features used are BMI , Age , Smoker , Non-smoker and region.
Ethereum-Decentralized-Voting-App
An DApp build on Ethereum Blockchain that allow to conduct election for public. Built on Truffle framework with Solidity as programming language , Reactjs , Web3js & Nodejs for web app. Ganache to quickly fire up a personal Ethereum blockchain.
Experten
A market place where the working professionals get the job opportunities on demand of the users. The professionals are listed based on their skill set and user can book for their woks. Technology used : Reactjs, Nodejs, Expressjs, Mongodb etc.
DataStructures-Algorithms
This repo contains links of resources, theory subjects content and DSA questions & their solution for interview preparation from different websites like geeksforgeeks, leetcode, etc.
deployed_chatbot
Chatbot that provide information about diseases and its diagnosis https://chatbot-medicus.herokuapp.com/
djangoproject.com
Source code to djangoproject.com
frt-project
Project submission for FutureReadyTalent 2021 - Portfolio with integrated Chat Bot https://fsocietyinc.github.io/frt-project/
hackverse.github.io
Website for HackVerse 2023
hackverse2022
Website for HackVerse 2022
Imdb_Scraping_Analysis
web scraping the top 1000 imdb movies using selenium and used the dataset for data visualization with python libraries like pandas, numpy, matplotlib, seaborn.
Med__Q-A__Datasets
Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites
Portfolio-himangshu
My personal website.
Stock-Prediction--NN
Build a Neural Network model to predict the stock prices on daily basis. Implemented LSTM model, which is a special RNN technique, using tensorflow2.0.
tensor-decomposition-in-python
A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python