Intern, Construction AI Agent Research

Overview

Research intern building multimodal AI agents for construction data.

Key Responsibilities

• ai prototyping
• data analysis
• graph querying
• multimodal ai
• agent design
• reporting

Tasks

-Prototype AI Solutions in Construction Project: Build a functional AI agent prototype, including demos that showcase capabilities in querying, data analysis, and inter-agent interactions in a real-world AEC project. -Research and Implement Data Analysis Techniques: Explore graph querying methods and multimodal data to interpret and combine textual, visual, and sensor data from construction sources. Address key challenges, including handling domain-specific nuances in AEC data. -Conduct Experiments and Present Findings: Perform hands-on research on AI agent architectures for construction applications and present results to the team through reports, demos, or potential contributions to academic papers. -Multimodal AI Agent Development: Design and prototype AI agents using LLMs, vision-language models, and multi-agent frameworks. Focus on integrating agent protocols to enable robust interactions between agents and external tools (e.g., APIs, databases, and resources).

Requirements

• multimodal
• llms
• python
• pytorch
• master's
• analytical

What You Bring

-Understanding of multimodal data processing, including techniques for combining textual, visual, and sensor inputs. -Hands-on experience with LLMs, vision-language models (e.g., GPT-4V, Claude, Gemini), and graph tools (e.g., Neo4j, GraphQL, or similar). -Strong proficiency in Python and experience with AI frameworks such as LangChain, PyTorch, or similar for building agents and models. -Excellent analytical, problem-solving, and communication skills, with a passion for innovative technology in construction. -Pursuing a Master's or PhD in Computer Science, Machine Learning/AI, Robotics, or a related field, with familiarity in AEC domains. -Solid grasp of agent protocols (e.g., Model Context Protocol, Agent2Agent Protocol) and experience with external tool integrations (e.g., APIs).

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Benefits

-$47,840 and $95,680 (undergraduate students) -$118,560 and $162,240 (PhD students) -$72,800 and $118,500 (Masters/MBA students)

About Autodesk

-Pioneered software for 2D and 3D design, revolutionizing industries. -Known for products like AutoCAD, it reshaped architecture, engineering, and manufacturing workflows. -Empowering creators in fields from construction to digital media, enabling more innovative designs. -Develops tools used in iconic projects, from skyscrapers to blockbuster movies. -Pushes the boundaries of design technology, leading the way in artificial intelligence and automation. -Software is a cornerstone in diverse sectors, from industrial to infrastructure, energy, and entertainment. -Cloud-based solutions streamline design processes and foster real-time collaboration across industries. -A leader in 3D design software, with solutions powering projects in every corner of the globe. -Committed to shaping the future of digital design, bringing complex visions to life.

Sector Specialisms