Motion-Controller

PLC Programming

Flowers-dataset-Convolutional-Neural-Network-different-application

Explored image dataset and used data augmented technique to enhance the size of images. Further fade date into many custom models and pre-trained models (VGG, Inception, RSNET) to gain accuracy used terminology such as ensemble, transfer learning, and fine-tuning.

Thermal-Compensation

ARM Controller, PT100, CNC Machine, Matlab Simulink

Credit-Card-Fraud-Detection

Performed EDA, Data Pre-processing, Imbalance data and Supervised Machine learning to predict customer transaction is fraud using features such as services that customer has signed up for, customer account information, and demographic information about the customer.

Prediction-of-House-Price-using-Excel

Create an excel report that contains all the meaningful information such as relevant charts, pivot tables, etc. Mention all the variable which are highly correlated. Used the linear regression model to train and forecast the houses sold in the year 2017 based on 2016 data. Interpret essential findings from the model.