Mustafa, my apologies for the delayed response! I've been thinking about your dilemma and this is what I've come up with. I'd make the most of the vertical space in the room so that you allow yourself maximum square footage for counter work space. If you're able to, I would suggest putting the refrigerator on the opposite wall (where the tall storage unit is in the sketch). Something similar to this:

I would love to help, however without something such as photos or a plan drawing of your existing conditions it is difficult to give you any guidance. Do you have any images that you can post/share as well as more of a description of your personal taste, whom you cook for (family, entertain a lot, number of people, frequency in cooking and for whom etc.). I hope you can provide some more information, as I said I'd love to help you out.

Please consider this reorganization of the spaces which makes the most off the area available. The dining area is moved from the dark interior to share the same area as the living room, across from the open kitchen counter which would serve as a buffet. The black volumes are false columns faced in stone or marble or any other material of your choosing to give the space some girth. This distribution of the spaces gains you a walking closet for the master bedroom. Its ultimate effectiveness depends on your needs. I hope this is somewhat useful.

Many thanks for your valuable comments. 1. My intention of raised cabinets was to clean it daily, as cabinets that touch floor accumulate lot of dust and food particles below. If we rule out steel legs, any inputs on raised floor only of cabinet area and then cabinets?(Just like plinth in modular cabinets- but this will be permanent and of tiles) I have not seen such structure anywhere, so curious if it will work. Otherwise I will go with traditional ones. 2. Moving pooja out of kitchen is very difficult as other rooms are just enough for their function. Currently a small Mandir is attached on wall where Fridge is shown in layout. I thought the new area could be little extra for all pooja related things. Will like to know the reason of your recommendation, is it odd in whole design, or not suitable in area .. or anything else? How about moving it to corner of dining area?