Hedral

AI Research Scientist

• Research and prototype computer vision models and language models tailored for domain-specific tasks, such as understanding and processing architectural plans, engineering documents, and building system data.
• Develop robust data pipelines for curating, training, and fine-tuning models on diverse engineering data, including 2D drawings, 3D geometries, and text-based specifications.
• Implement machine learning algorithms for tasks such as object detection, semantic segmentation, and advanced reasoning within the AEC domain.
• Explore and implement reinforcement learning frameworks to optimize and automate complex decision-making processes in the built environment.
• Collaborate with the engineering team to deploy AI models into our core design and analysis workflows, applying MLOps best practices for scalable machine learning deployment.
• Conduct rigorous experiments and evaluate model performance on real-world AEC use cases to ensure scalability and accuracy.

AI/ML Researcher – Intern

• Design and develop machine learning models for understanding and reasoning over architectural plans, engineering documents, and spatial data.
• Build and deploy systems using vision, language, and graph-based models to process 2D drawings, 3D geometries, and structured engineering data.
• Develop and train surrogate models for structural and MEP simulations to accelerate design evaluation.
• Design and implement reinforcement learning and optimization systems for automated and combinatorial design problems.
• Build robust data pipelines and training infrastructure for large-scale, domain-specific datasets.
• Collaborate closely with engineering and product teams to integrate ML models into production workflows.
• Lead experimentation, evaluate model performance on real-world use cases, and iterate rapidly to improve system quality and reliability.
• Contribute to the overall system design, including modeling decisions, architecture choices, and scaling strategies.

AI/ML Researcher – Intermediate/Senior

Civil Engineer

• Perform design calculations and modeling for primary building elements in various materials (steel, concrete, masonry, and timber).
• Prepare technical specifications and construction documents, ensuring all work meets rigorous internal and industry standards.
• Assist in interdisciplinary reviews to ensure design packages are complete, coordinated, and delivered within tight project timelines.
• Utilize advanced structural analysis software and Revit to develop 3D models and produce detailed 2D structural drawings.

Junior Structural Engineer

• Assist in performing structural design calculations for steel, concrete, and timber elements under the guidance of senior engineers.
• Support the development of 3D Revit models and 2D construction details, ensuring accuracy and alignment with project standards.
• Help set up and run basic models in industry-standard software such as ETABS, SAP2000, or RAM.
• Participate in interdisciplinary reviews and assist in the preparation of technical design packages and specifications.
• Contribute to the testing and refinement of internal automation tools, providing feedback from an engineering perspective.

Structural Engineer – Intern

• Independently lead structural design tasks for a variety of building materials including steel, concrete, masonry, and timber.
• Develop and implement study and design procedures to facilitate high-quality, automated, and cost-effective work across teams.
• Perform rigorous interdisciplinary reviews of project deliverables and coordinate construction issues across disciplines to ensure accuracy.
• Prepare and review technical specifications, design calculations, and construction documents using advanced structural analysis software and Revit.

Structural Engineer – Intermediate/Senior

Full-stack Engineer

• Feature Delivery: Build and ship end-to-end features using C# (.NET) or Python (FastAPI) on the backend and React/TypeScript on the frontend.
• System Support: Assist in implementing ECS (Entity Component System) components and managing data flows for our automated design solvers.
• API Development: Develop and optimize the APIs that connect our browser-based 3D viewer with our backend services or third-party connectors.
• AI-Driven Velocity: Master and utilize AI-powered development tools (Cursor, Copilot) to multiply your impact and ship code faster.
• Cross-Functional Learning: Participate in design reviews and technical deep-dives, learning how to translate Structural or MEP engineering requirements into robust code.

Software Engineer, Full Stack – Intern

Backend Engineer

• Build For Scale: Design and maintain a robust backend in C# (.NET) and Python (FastAPI) capable of handling large-scale, interconnected engineering datasets.
• Performance Engineering: Implement a high-performance ECS (Entity Component System) and manage complex data flows to support real-time engineering solvers.
• Bridge The Stack: Develop and optimize APIs (GraphQL, gRPC, or REST) that feed a real-time, browser-based React frontend.
• Full-Spectrum Contribution: Maintain a "no-silos" mentality, contributing to different areas of the codebase—from infrastructure to frontend—leveraging AI-assisted workflows to accelerate output.
• System Evolution: Design database schemas (PostgreSQL) and services with an eye toward future high-performance migrations (e.g., Rust/C++).