Hi I'm AISHWARYA RAJA.
A computer science student passionate about programming | Data science enthusiast.
Discover more about me
A computer science student passionate about programming | Data science enthusiast.
Discover more about meHello, I am AISHWARYA RAJA. I’m a gregarious, inquisitive and an acumen person. I pursued my undergraduate in CSE domain . Throughout this journey, I got opportunity to get my hands on various events and activities that helped me gain excellent skills and also win several Hackathons and coding competitions. All this enabled my interest in the field of Data Science, and concentrations on Human Computer Interactions, Database Management System, Computer Networks and Cryptography. I worked on the projects listed below.
An extensive paper using supervised Machine Learning Technique (SMLT) to predict the accurate rise and fall of stock prices by creating a predictor. The paper proposes a data science model for stock price forecasting in Dow Jones based on Random Forest Technique and observes its effects towards improving the accuracy of the stock price predictions.
Developed an image processing model that identifies human presence and automatically changes the brightness of street lights around people. This data is then utilised to locate neighbouring street lights and adjust their brightness. Using image processing, the model recognizes and localizes the presence of individuals by characterising their movements, size, and so on. It employs dilation and erosion techniques to gain a closer look at the recognized item.
In this project, I developed a prediction model to determine whether or not the applicant can repay the lenders. Jupyter notebooks were used to prepare the data for forecasting the target variable using several models. This project was completed with an accuracy of 80% utilising Machine Learning algorithms and Linear Regression.
Providing good insights about Hackathons.
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