Expert-level proficiency in Python for large-scale development Proficient in object-oriented design, test-driven development, and scalable code design Experience designing and integrating APIs, data structures, and full-stack system components Experience developing in fast-paced, product-driven environments with distributed teams Skilled with Git and modern team collaboration workflows (PRs, CI/CD, code reviews) Familiar with containerization and orchestration tools such as Docker and Kubernetes Comfortable working with relational (Postgres) and graph (Neo4j) databases Hands-on experience with exploit development, vulnerability research, and/or red team operations Deep understanding of common RCE techniques (e.g., SQL injection, buffer overflows, path traversal) Familiar with exploitation of network protocols, web apps, and complex enterprise software Ability to translate security research into functional, autonomous attacks within a product context Experience attacking Windows environments (e.g., Active Directory), cloud platforms (AWS, Azure, GCP), and/or Kubernetes