awara-1's Projects
Running traditional ML and DNN models to predict patient outcomes from extracted features from their respiratory rate waveform
Android app that takes glucose and insulin level data, as inputs, from an Artificial Pancreas. Displays information clearly with alerts for patient on user interface. App uses Star Wars themes, as intended users are diabetic pediatrics.
Config files for my GitHub profile.
Assembly language using Keil Assembler to check sum 64 bits
Count the (digital) frequency on 4 input pins: p0, p1, p2, p3
Using Python libraries to conduct descriptive analysis on a dataset as well as fit a linear regression model to observe and predict trends
Automate payroll with your employees via PayPal
Developed an Image Classifier using CNN for the 'Cats vs Dogs' Kaggle challenge. Using regularization, accuracy and validation accuracy of 91 and 81 achieved respectively
Operate with file I/O, dynamically allocate memory, use a list structure to store the data, apply a sorting algorithm on this structure, insert a new element, delete an element from this structure, and finally apply some processing on this structure
Building an lstm layer from scratch in C++
Building statistcal calculations and ML algorithms (linear and logistic regression) from scratch with C++
Using transfer learning to train multiple different image classes contained in respective folders. Multiple folders can be accessed and chosen - public image library '101_ObjectCategories' used for this project
A compilation of 'vanilla' Python programming projects
A C++ program I build in 2013 to solve a sudoku puzzle
Building ML algorithms from scratch using TensorFlow Core
C++ Cinder visualization