May 2020 – Jul 2020 · 2 mos · Pune, Maharashtra, India

• During this internship I worked on a project where our team had to merger the functionality of TK Solver ( Company's own software ) with machine learning prospects of Python programming language. We created a machine learning model for the crop production after which further mathematical calculations were carried in TK Solver model. To provide it a simplified look for user interaction a GUI was created using the Tkinter package. I was responsible for the GUI and back-end linking between TK Solver to Python and Python to Tkinter (GUI)

Sep 2019 – Nov 2019 · 2 mos · Gurugram, Haryana, India

• Titanic dataset has been chosen for the analysis. In this analysis the dataset has been analysed to predict the port of embarkation by generating a prediction model using all the relevant attributes in the dataset. To generate a model, data needed to be pre-processed to remove the columns that are not required, standardise all the features, filling the NAN values with the average value of the column. Mapping the categorical data to numeric value to improve the prediction accuracy of the model. After the pre-processing is done the data was split into two groups training data and testing data. Training data is used for the creation of the model while the testing data is used to check the validity of the model. Two algorithms namely Decision Tree, K-Nearest Neighbour and Random Forest were applied, and the accuracies of the models generated from these algorithms was compared with each other in order to select the most suitable one for the analysis of the dataset.

Jun 2019 – Aug 2019 · 2 mos · Gurugram, Haryana, India

• During my internship I did a project on web development in which I created prototype website. The website contained the functionality allowing the user with the role of a teacher to create their own MCQ tests. They would have access to all their created test. They can edit, view, delete them whenever they want to. Project also included another role that goes by the name 'student'. The user who has the role of a student will be able to attempt any of the tests created so far by all of the teachers. Further it uses MySql to store the data