Panna Ghosh made her T20I debut against Sri Lanka in October 2012. Her ODI debut came a year earlier against Ireland.
The medium pacer had an impressive outing at the 2014 ICC Women's World Twenty20, returning figures of 3-18 against Sri Lanka and 3-25 against Ireland in successive games.
2018 also proved to be fruitful for Ghosh as she went onto claim 5-16 against Ireland in the finals of the ICC WT20 World Cup 2018 Qualifier. She was also part of the title-winning Bangladesh squad at the Asia Cup, the same year.