The 30-year-old actress took to Twitter and wrote: "Hopping onto this thrilling ride! Excited to be a part of 'The Girl On The Train' official Hindi remake.
The psychological thriller will be produced by Reliance Entertainment. The Hollywood film was based on author Paula Hawkins' 2015 debut novel of the same name.
The yet untitled movie will be directed by Ribhu Dasgupta, who has previously helmed TE3N starring megastar Amitabh Bachchan.
In other news, Parineeti has turned vegetarian. A combination of factors have propelled the Kesari actress to make this shift in her lifestyle.
She said: "Though I used to never really binge on meat, I have now become a complete vegetarian and the reasons are personal, spiritual as well as for health... I'm a big believer of energies and eating meat was just not sitting well internally with me and I decided to give it up.
Parineeti feels a vegetarian lifestyle is best suited for her life and fitness goals.
"By being a vegetarian I can accomplish these goals faster and if you do it right, vegetarian lifestyle is the best possible thing you can do for your body," she added.