I was trying to add certificate to local computer instead of user profile.. Found only after some investigation. Sharing the results.
1. Launch mmc.exe

2. "Add Remove Snap-In" from Console

3. "Add"

4. Select "certificates" and then "Computer account"

5. Finish

6. Managing certificates will be now possible!


7. "import" certificates.

8. Wizard for installing certificate will be launched .., using that we will be able to select certificate and install