• Develop AI-driven financial models for risk management, liquidity prediction, and market analysis. • Work with symbolic AI, logical reasoning, and agentic AI to improve DeFi decision-making. • Collaborate with engineers and researchers on cutting-edge AI tools for finance. • Analyze and process large financial datasets, ensuring AI model accuracy and efficiency. • Adapt traditional Basel II/III risk management frameworks to DeFi environments. • Drive adoption of AI tools for financial analysis and automation.

• Own and execute the global sourcing process, systems, and analytics strategy across GE Vernova • Define and drive the Source‑to‑Pay future‑state operating model , ensuring simplification, standardization, scalability, and strong governance • Lead enterprise sourcing transformation programs from concept through execution, with measurable business outcomes • Conduct sourcing maturity assessments across Business Units and lead targeted improvement roadmaps • Own and evolve the global sourcing systems landscape, including platforms such as SupplierConnect, Sourcegate+, Grid Fusion VMR, Sourcing360, and ERP integrations • Lead sourcing data ingestion into the enterprise data lake; define common metrics, dashboards, and insights • Build scalable analytics capabilities to improve decision‑making, savings identification, compliance, and risk visibility • Define and execute the digital and GenAI roadmap for sourcing , from use‑case identification through deployment and adoption • Partner with IT, finance, legal, and external vendors to modernize sourcing tools and workflows • Drive user adoption, change management, and capability building to fully capture technology value • Benchmark external best practices and emerging technologies to accelerate sourcing maturity • Lead high‑visibility sourcing initiatives, including: GenAI applications, Risk management programs, Commodity and category playbooks, Should‑costing and productivity initiatives, Process excellence and Lean agendas • Own CPO‑level governance , including Sourcing Councils, leadership operating rhythms, and enterprise reviews • Prepare executive‑ready materials for ELT, Board, and senior leadership forums • Lead, coach, and develop a global team responsible for sourcing transformation, systems, and analytics • Drive enterprise capability‑building programs (digital, GenAI, sourcing foundations, analytics fluency) • Embed Lean, Kaizen, and continuous improvement principles across sourcing teams • Foster a culture of accountability, data‑driven decision making, and innovation

• Design, build, and ship production-grade data and ML systems • Apply analytical, statistical, and machine learning techniques to collect, analyze, and interpret large cybersecurity data sets • Develop, test, and maintain backend services, APIs, and data pipelines • Collaborate closely with software engineering, product, detection engineering, and security engineering teams • Own code quality across the stack • Operationalize models with appropriate monitoring, versioning, retraining, and rollback strategies (MLOps) • Contribute to product, services, and detection engineering roadmap by identifying where data science and engineering investment will measurably improve outcomes for analysts and clients • Develop data-driven solutions that ship

• Own the proprietary model flywheel with 90M+ assigned programs and build a proprietary therapeutic AI model • Lead AI product delivery across all AI bets and drive design, development, deployment, and continuous improvement of AI systems • Define and execute the AI/ML technical roadmap by collaborating with Product and Content to prioritize clinical and product needs • Establish trust-by-design as a standard by ensuring transparency and auditability in all AI features • Own the clinical AI safety and quality framework, ensuring HIPAA-compliant data handling alongside Legal • Drive cross-functional alignment and work closely with various teams to embed AI in workflows • Continuously evaluate emerging developments in LLMs and clinical AI for practical advantages