Hello All!
Thank you for the brilliant support and tips. I figured it is the Oil pressure sender unit leaking and replaced with a sierra oil pressure sender unit bought from west marine. it worked. I made a video as well to explain better.
Video Link:
https://www.youtube.com/watch?v=3IMVlKVKFdM
Thank you again for the support. My next project will be checking the compression on pistons.