Bisschops represents the Netherlands at international competitions. She ran a personal best time of 11.35 for the 100 metres in the heats of the
2021 European Athletics U20 Championships in
Tallinn, Estonia in August 2021, to move to second on the Dutch U20 all-time list at the distance behind only
Dafne Schippers. At that championships Bisschops won the silver medal in the
200 metres. She competed at the
2022 World Athletics Championships in the
4 × 100 metres relay event in
Eugene, Oregon. She also competed at the
2022 European Athletics Championships in
Munich. She ran as part of the Dutch relay team which qualified for the 2024 Paris Olympics at the 2024
World Relays Championships in
Nassau, Bahamas. In June 2024, she won a bronze medal at the
2024 European Athletics Championships in
Rome, as part of the Dutch team in the
4 x 100 metres relay, alongside
Nadine Visser,
Marije van Hunenstijn, and
Tasa Jiya. On 8 August 2024, she ran as part of the Dutch
relay team at the
2024 Paris Olympics which qualified for the final. She won the Dutch national indoor 60 metres title in February 2025. She was selected for the
2025 European Athletics Indoor Championships in
Apeldoorn, where she ran a personal best 7.17 seconds for the 60 metres in the semi-final. Bisschops lowered her personal best for the 60 metres to 7.16 seconds competing in Apeldoorn in January 2026, and then to 7.11 seconds in Metz on 8 February.{{Cite web |title= Ogunleye approaches 20 metre-barrier for victory in Nordhausen|first=Steven |last=Mills|date=1 Feb 2026 ==Personal bests==