10+ years of long-term repeated success on a variety of projects Experience building high-quality, maintainable software collaboratively Led the development and delivery of production-grade software using various languages and frameworks (Python, Java, JavaScript, TypeScript, React, Ruby, Scala, R, SQL, Go) Experience building or integrating AI/ML-powered features into products or systems Used context-appropriate automated testing Successfully led modernization efforts Remedied architecture-level concerns such as scalability, security, reliability, and performance Facilitated alignment and collaboration across technical and non-technical stakeholders Provided mentorship and team support at scale Experience with enterprise-grade AI systems, RAG pipelines, vector search, and agentic frameworks Experience with DevSecOps & DevOps Experience with MLOps Experience with Infrastructure as Code Experience with Data Engineering platforms like Databricks