Hi Artur
Polishing is a super nice rabbit hole to jump in! You will learn a lot by doing your first knife and you'll still learn when you get to your fiftieth polished knife. Prepare to suffer at first and be disappointed. Really. But with practice and a lot of determination, you will develop techniques and better understand how steel can react on your stones. After that, you will become addicted!
You can obviously use sandpaper, but for this kind of knife it is much easier to do it on stone. It's gonna be easier, more crisp and visually more appealing. By doing it on stone you will thin this knife a bit and it's gonna be a good thing too for the performance point of view.
I don't know your setup but here's my go to for polishing a knife:
Shapton 220 - This is the main stone, the foundation of your perfect bevel. Without a good job on a coarse stone, don't even think about the subtle reflection of your final polisher. You need to master your coarse stone and make everything flat and even by removing every factory scratch pattern first.
Shapton 320 - It's not a big jump right? Well, it's just enough to reveal if the job was well done on your previous stone. Keep in mind that polishing is 90% of tedious work on coarse stone and 10% of fun factor on the final one. It is much more efficient to make a tight progression on a coarser grit than to go too fast and discover scratches later.
Naniwa pro 400 - I just love this stone. But don't be fool by the 400 grit size, it's in fact more finer than that. I use it like a ~600 stone. The Naniwa 400 will show you every little defect and this grain size is still enough to correct some area that you miss previously.
Naniwa pro 1k or softer imanishi - It's really up to you if you want to work on a harder stone or softer at this point. With softer stone et gonna be more forgiving and you will access little spots more easily. With a harder stone you will reveal every mistakes but you will be rewarded with a crisp shinogi. At this point on the 1k stone, if you find some imperfections, you have to go back to 400 to erase them before continuing on finer stone.
Naniwa super 3k - This is the chalky, super fast burnishing stone that will make you smile when you will reach a mirror hagane! I just love this stone, but only for polishing. I hate to sharpen on it because it's too soft. You can achieve a kasumi on this stone but it requires a lot of trial and error. Try with mud, without, pressure, less pressure etc. At this point you should have something clean and you'll be happy with it!
To infinity and beyond - This is where your wallet starts to hurt, your passion becomes worrying and your friends no longer understand why you don't leave your house anymore. You start to have a strange obsession with stones, with deep search in Japanese on YouTube and constantly looking at
this tread on KKF. But this is where you can really bring out the beauty of steel
Have fun!