Sanjay Ulsha's Projects
Predicting the Relative Humidity based on hourly averaged responses from an array of 5 metal oxide chemical sensors embedded in an Air Quality Chemical Multi-sensor device
A Simple Chat application using JAVA sockets.
A repo for interesting Competitive Coding problems
From the basics foundations to mastery in Computer Vision
Identifying whether if a customer in a bank will make a specific transaction or not in the future, irrespective of the amount of money transacted given 200 numerical features. Includes EDA, new features and modelling.
The repo contains my implementations of DSA from the famous book "Introduction to Algorithms" by "CLRS" (Cormen, Leiserson, Rivest, Stein) for coding interview preparation.
Example projects I completed to understand Deep Learning techniques with Tensorflow.
It is an API based job scheduler(uses cron-expression, also we can customize triggers by giving time in millis) where we can create, update, delete, activate and deactivate jobs at any time with REST calls.
The service helps in creating a user with e-wallet with some default balance, send money to other users, add money to the wallet, maintain transaction details and send an email notification whenever a transaction happens.
A JAVA application with GUI using AWT that displays the details of the employees from a table Employees using one of the databases ORACLE.
A JAVA application that displays, updates, inserts, deletes the records in an employee table in one of the databases ORACLE.
A tensorflow and keras implementation of Fully Connected GAN and Deep Convolutional GAN for generating new flowers and human faces.
Classification based task of predicting human activity based on the raw sensor data from the Accelerometer and Gyroscope.
IPython in-depth Tutorial, first presented at PyCon 2012
Build a Jekyll blog in minutes, without touching the command line.
Predicting the taxi demand i.e # pickups in New York City for next ten minutes interval of time based on the previous # pickups.
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
Customized implementation of Stochastic Gradient Descent for Linear Regression that optimizes the weights "W(i)" of each components and the bias "b" term.
A simple C++ application that suggests the word based on a given prefix.