akankshaajoshi

Config files for my GitHub profile.

assembly-8086

Collection of basic assembly programming codes using EMU-8086 emulator.

asteroid-hazard-prediction

A random forest classifier asteroid hazard prediction model with an accuracy of 94.8%.

c-basics-problems

GitHub repository contains solutions to some popular problem statements along with C++ basics.

courses-app

Demo dashboard demonstrating the use of RTK Query for caching and returning API responses.

dog-breed-classifier

Dog breed classifier using different architectures (resnet, vgg, and alexnet) to correctly identify whether the image is of a dog and its breed.

ease-crm

EaseCRM is a customer relationship management sysetm built with Django, TailwindCSS, and SQLite.

eco-savvy

EcoSavvy is a sustainable development based information and product website which promotes renewable energy sources, such as solar, wind, and hydroelectric power.

fetch-images-mentorsity

Assignment task for mentorsity.

financial-sentiment-analysis

A radial basis support vector classifier based model that analyses reviews and classifies them according to the user sentiment with a precision metric of 83.2%.

frontend-faceoff

hackerrank-1-month-interview-preparation-kit

GitHub repository containing all solutions to the one-month-interview-preparation kit offered by HackerRank (coded in python).

housing-price-prediction

A simple machine learning model which predicts the prices of houses in King County, USA with an R2 Metric of 0.81.

image-denoising

MNIST based demo for autoencoder used in denoising images.

initialization-methods

Jupyter notebook file containing different methods of initialization of parameters for a multi-layer neural network.

ipl-win-rate-2005-18-

Analysis of win rate of each team participating in IPL over the years 2005-2018.

landmark-classification-and-tagging-for-social-media

lgmvip-data-science-task-1

IRIS flower dataset classification that classifies the data into any one of the four possible classes based on the value of other attributes.

lgmvip-data-science-task-2

Convert an image to sketch using OpenCV and Python. Enter the complete location of the image and generate a sketch from the same.

lgmvip-data-science-task-3

Using the MNIST dataset provided within torchvision.datasets.MNIST, develop a neural network that can predict handwriting.

logistic-regression-neural-network

A core code for creating a neural network model based on logistic regression activation function.

music-generation-lstm

node-express-mini-projects

Collection of mini projects built using Express, Node, and MongoDB.

notes-app

Notes application with mock email user authentication using breeze & sqllite as the backend database using vite for serving static files to the laravel app.

online-courses

Online course app allows you to register for courses using the Django Admin Dashboard.

online-payment-fraud-detection

Online payment fraud detection is a logistic regression based prediction model that predicts whether the given transaction is fraud or not with an accuracy of 91.0%.

pizza-delivery-api

Pizza delivery API using Django REST framework.

potd

predict-bike-sharing-demand-with-autogluon

Bike sharing demand using AutoGluon Tabular which accurately predicts the amount of bikes rented using time-series forecasting.

punk-api-cards

Punk API cards - Fetched data from API to create a website where users can login without signup (Fake authentication using Context API) and search for any specific beer.