Coulter Fussell was born and raised in Columbus, Georgia, an old textile town. She is the youngest family quilter, hailing from multi-generations of seamstresses and quilters. She produces quilt-works using discarded and donated textiles as her sole materials.

Coulter has exhibited works across the country including The Halsey Institute of Contemporary Art and Mindy Solomon Gallery in Miami. Her textiles works are in the permanent collections of the Columbus Museum of Art and the Mississippi Museum of Art.

Coulter is a 2024 Award of Merit recipient from The Mississippi Historical Society, a 2023 Mississippi Arts Commission Individual Artist Fellowship recipient, the 2023 Mississippi Institute of Arts and Letters Visual Arts Inductee, a 2021 Museum of Arts and Design Burke Prize Finalist, the Jane Crater Hiatt Fellow and winner the the 2021 Mississippi Museum of Art Biennial, a 2019 United States Artists Fellow in Craft, the 2019 Mississippi Institute of Arts and Letters Visual Arts Inductee, and the Finalist for the 2017 SouthArts Southern Prize.

Coulter lives in rural north Mississippi with her family.