Machine Learning Integration Intern for Structural Engineering

Project Overview:

The primary goal of this project is to integrate Machine Learning (ML) features into our structural engineering web application, with a focus on the development and fine-tuning of StructGPT. Your work will involve collaboration on existing structural design tools, optimizing features with large language models (LLMs), and ensuring seamless backend integration and testing.

Project Goals:

Objective: Train and integrate StructGPT, a specialized LLM for structural engineering tasks.

Tasks:

• Familiarize yourself with the current structural design tools used in our application.
• Review and understand the current implementation of LLMs.
• Identify, collect and preprocess data relevant to structural engineering.
• Fine-tune LLMs, StructGPT, on downstream tasks specific to structural engineering.
• Collaborate with the team to design features that can be optimized using StructGPT.
• Integrate StructGPT with the existing structural design tools into the backend of our web application.
• Develop and implement unit tests to ensure functionality and reliability.
• Debug and resolve any integration issues.
• Collaborate with the team to conduct code reviews and improve the overall codebase.

Feel free to checkout the website at www.structurapro.co