Sayan's Portfolio

Hi, I am Sayan Banerjee. I am currently pursuing Master's in Data Science and Analytics from University of Leeds. With a strong foundation in Computer Science and Engineering, I have worked as a System Engineer at Tata Consultancy Services (TCS) for three years where I specialized in building different functionalities of Manufacturing Execution Systems (MES). Now deeply involved in data science and machine learning, I am dedicated to extracting insights from complex datasets and developing robust data-driven solutions, bridging the gap between system engineering and data science. Explore my portfolio for academic projects and skills, and let's connect to unlock the power of data together!

My Projects

Image Caption Generator

Web application that uses CNN encoder and RNN decoder to generate descriptive caption for images.

BigMart Store Sales Prediction

Web application that uses machine learning regression model to predict the sales of different products in different BigMart stores.

Algerian Forest Fire Prediction

Web application that uses machine learning regression and classification model to predict the temperature and possibility of a fire in the Algerian forest cover.

Flipkart Review Scrapper

Web application that can scrap reviews of any product from Flipkart (an ecommerce website).

Leave Management System

Web application that allows employees to apply for leaves and check their leave status and system admins to add, remove or update employee's information and approve or reject their leave requests.