Responsible for the preparation of architectural detailed shop-drawings and working drawings (Architectural / Structural) using Revit and ensuring that design and detail confirms to project construction.
Area A — Scientific ML & PINNs Methodology Origination: Originate and advance PINNs methodology — design physics-constrained loss function architectures, validate digital twin ML components against domain physics (with storage domain expert), and deliver validated prototypes with complete technical documentation to implement. As the sole PINNs methodology originator on the team — this capability cannot be delegated or substituted.
Team leadership: Lead, coach and develop AI engineers, and set priorities and allocate work. Establish standards for solution design, testing, documentation and code review, and promote responsible use of AI-assisted development tools.
AI solution development: Develop and test LLM-based agentic workflows, retrieval-augmented generation (RAG) pipelines and machine learning models for audit and firm processes. Deliver solutions through well-defined APIs that follow the platform's CI/CD standards, for integration into the firm's central platform.
