ksdkamesh99
Data Science Intern @sony • MLH Fellow • Google DSC ML Lead • Aspiring SDE • AI Practitioner🤖 • Tech Blogger📝
@MLH-Fellowship @SonyPatna , India
Pinned Repositories
AI-Capstone-Project
It is a AI Capstone project done as a part of IBM AI Engineering
Corona-X-Ray-Prediction
It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.
Face-Mask-Detection
A Deep learning flask based application used to predict whether Person is having mask to his face or not
KNN-Visualiser
It is a best Visualiser for implementing K-Nearest Neighbours Algorithm with 3 different classes i.e A,B,C. It is developed using ml5.js and p5.js.
Ling-Gender
A Natural Language Processing model trained with over 1,00,000 (1 Lakh) names is used to predict a gender of a person based on the first name of the person.This model is created using Long Short Term Memory(LSTM) a variant of Recurrent Nueral Network which has training accuracy of 99.35% and tested over 11,000 samples with a test accuracy of 89.08% which is quite high in nlp for out of sample test cases.
Reverse-Image-Search
It is a replication of google image search engine for finding similar images in our database using artificial intelligence. It is a project which uses cosine distance or finding the similarity which is an amazing application of cosine similarity.
Spam-Classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.
TensorGram
A real-time remote service to get the tensorflow callbacks to the telegram including the details of metrics-->pip install tensorgram
CryptoDrive
A Decentralised Encrypted File Storing and Sharing App which is back-boned by Ethereum Smart Contracts and is preparing its launch to the moon 🚀
torchblaze
A CLI-based python package that provides a suite of functionalities to perform end-to-end ML using PyTorch.
ksdkamesh99's Repositories
ksdkamesh99/TensorGram
A real-time remote service to get the tensorflow callbacks to the telegram including the details of metrics-->pip install tensorgram
ksdkamesh99/Ling-Gender
A Natural Language Processing model trained with over 1,00,000 (1 Lakh) names is used to predict a gender of a person based on the first name of the person.This model is created using Long Short Term Memory(LSTM) a variant of Recurrent Nueral Network which has training accuracy of 99.35% and tested over 11,000 samples with a test accuracy of 89.08% which is quite high in nlp for out of sample test cases.
ksdkamesh99/Face-Mask-Detection
A Deep learning flask based application used to predict whether Person is having mask to his face or not
ksdkamesh99/Corona-X-Ray-Prediction
It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.
ksdkamesh99/Flight-Price-Prediction
A Flask based Web Application that Predicts the Flight Price using RandomForestRegressor.Its GUI is based on Swagger API. This is hosted on the Heroku platform.
ksdkamesh99/Medium-Blogs
It is a stack of all my medium and analytics vidya articles on different technologies in computer science like AI,ML,Deep learning and many more
ksdkamesh99/Photo-Collage
Photo-Collage using python
ksdkamesh99/Human-Activity-Recognition-using-Smartphone
This project senses human activity with the help of an app installed in the smartphone which uses ML to predict from the data collected from sensors present in the phone. This project is handled by the DSC ML Team of NIT Patna
ksdkamesh99/Cancer-Prediction
A machine learning Flask application for predicting cancer is Malignant or Benign
ksdkamesh99/ecops
It is a website which has 2 features
ksdkamesh99/Certificate-Generation
Automatic Certificate Generation Using OpenCV
ksdkamesh99/MNIST
ksdkamesh99/CovidSpeech
ksdkamesh99/batch-2-map
Batch 2 Graduation Map
ksdkamesh99/Block-Chain-Nanodegree
ksdkamesh99/Chamber-of-Secrets
Sprint 2 Project for MLH Fellowship made by Aman Sharma, Suhani Chawla, Saumya Gandhi.
ksdkamesh99/chatgpt-api
ksdkamesh99/CryptoChain
ksdkamesh99/CryptoDrive
A Decentralised Encrypted File Storing and Sharing App which is back-boned by Ethereum Smart Contracts and is preparing its launch to the moon 🚀
ksdkamesh99/Exercise-Tracker-App
ksdkamesh99/GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
ksdkamesh99/ipl-match
A machine learning Flask application for predicting winner of match
ksdkamesh99/MLH-Show-and-Tell
ksdkamesh99/mlops-with-dvc
A trial project to understand ops around a Machine Learning project
ksdkamesh99/Node-Js
ksdkamesh99/NoteAuth
A PyTorch Framework implementation for predicting the Bank Note Authentication
ksdkamesh99/PR_Visualizer
ksdkamesh99/swift-megaminds-portfolio
ksdkamesh99/Tic-Tac-Chain
A Blockchain-based TicTacToe game where people can bet and win real Ether.
ksdkamesh99/torchblaze
A CLI-based python package that provides a suite of functionalities to perform end-to-end ML using PyTorch.