Kannan, I recommend you to create a web part page and drop Search Box, Search Results & Search Refiners web parts on to it. They will be auto connected to each other as there are single web parts on the page by now. Edit the Refiners web part and click on choose refiners and add the managed metadata properties that you have.
You many not get the look and feel that you are expecting but it will serve your purpose.
Assuming you have already create a Search Service Application, Created Content Source with your web application URL and did a full crawl.
let me know if you have any questions.