Thank you all for great suggestions. I tried updating my system in Audiogon but seems there is a glitch in my profile which Audiogon staff is looking into so I will provide my system here if no one minds hopefully.
Amp: Parasound A21
Preamp: Cary SLP 05
Speakers: Focal Aria 936
Speaker Cable: Nordost Heimdall
Phono Pre: Aesthetix Rhea
CD: Marantz 6005
Turntable: Mitchel Guro SE and Technics SL 1200MKII
Conditioner: AudioQuest Niagra 1200
Using Nordost Tyr and valkyrja IC and AudioQuest Hurricane and Tornado Power cords.
Hope it is sufficient to get other great suggestions.