Timotheou, who joined the German side in 2018 from Sydney Olympic, impressed in his first ever senior appearance for Schalke.
Playing in a back three, the young centre-back made three tackles, one interception, three clearances and blocked one shot.
The result meant Schalke finished the season in 14th position, while Stuttgart will play in a relegation play-off.
