Danielle Walker holds a technical certificate in accounting from Teche Area Technical Institute and has completed undergraduate coursework at the University of Southwestern Louisiana. She has extensive experience in managing institutional risk, having spent nearly three decades in high-finance. Walker relocated to Morgantown, West Virginia, where she became an advocate for Habitat for Humanity after receiving a universally-designed home from the organization in 2015. Her personal life includes a period of widowhood, remarriage, and subsequent divorce, during which she chose to remain in Morgantown with her children. In 2021, Walker publicly came out as queer and has since advocated for LGBTQ+ rights, including support for the Fairness Act.

Danielle Walker's political identity is marked by a blend of deeply personal advocacy and progressive policy stances. Her support for the Fairness Act, coupled with her public coming out as queer, showcases a commitment to LGBTQ+ rights that is both personal and political. Walker's advocacy for Habitat for Humanity, stemming from her own experience receiving a universal-designed home, adds a layer of lived experience to her policy positions. This intersection of personal narrative and policy advocacy creates a compelling, if somewhat unconventional, political persona.