Strong hands-on AI/ML engineering skills ( ML frameworks like PyTorch/TensorFlow, MLOps with CI/CD and model deployment/monitoring), Deep GenAI experience (LLMs - Open AI, Anthropic, Token Management, prompt engineering, RAG, fine-tuning, embeddings/vector databases), and Agentic AI expertise (tool/function calling, orchestration frameworks, multi-agent workflows, MCP,Agent Security, evaluation/guardrails, and responsible AI/security). Conducts discovery, vulnerability, penetration testing, and threat scenarios on multiple organizational assets to identify and assess if vulnerabilities are present, and executes threat modeling for multiple applications including external applications interacting with the internal JPMorgan Chase network.