During this time, Rcrysta was actively working toward becoming an engineer. Although others doubted this dream could still be achieved, she never gave up. Through faith, belief, and persistent physical therapy, she began regaining her strength. With determination and grace, she stepped into her calling earning the superhero identity: Oh!E — The One-Handed Engineer.

Despite facing prior adversity or physical limitations, Rcrysta went on to support Fortune 500 companies, government institutions, and AI-first startups across industries including K–12 education, tech innovation, hospitality, financial services, and supply chain & logistics. She became a recognized leader in MLOps and AI Infrastructure Enablement (a discipline she is helping formalize through research, architecture, and public thought leadership).

She has led the deployment of 400+ mission-critical data and AI projects, built scalable architectures using platforms such as AWS, Azure Databricks, Dataiku, Snowflake, and Power BI, and spearheaded an International Data & AI Center of Excellence (CoE) impacting over 1,200+ users. Her ability to unite AI engineering, cloud orchestration, and strategic platform enablement has made her a sought-after global speaker and an authority on AI infrastructure and cloud-native operations.