Automating Tasks with AI Software
Project scope
Categories
Data analysis Data modelling Software development Machine learning Artificial intelligenceSkills
large language modeling research automation artificial intelligenceThe goal of this project is to create an experimental AI software based on one of the following open source project: EleutherAI, Cerebras, Nomic AI, or other similar open source Large language models to automate specific tasks for SD Companies SRL. These tasks include:
1# Finding specific companies in specific industries and sectors, manufacturing some specific products and services
2# Finding specific people on some social media channels and activating some interaction procedures like connections and chat messages
By the end of the project, students should demonstrate:
- Understanding one of the followings: EleutherAI, Cerebras, Nomic AI, or other similar open source Large language models
- Ability to use the models to automate the tasks specified tuning the parameters and variables
- Ability to optimize the software runtime performance and assess areas for improvement
- Ability to research and account for additional variables in the software
- Ability to test the developed software and make improvements based on additional data
Final deliverables should include:
- All source code.
- A written report explaining the design process and outcomes.
The students will be guided through the full project development using a project management tool already used in the company
About the company
SD Companies SRL is specialized in R&D projects where clients need to develop new innovative products that combine material selections, mechanical design, advanced software, electronics and existing products. The expertise are so wide and ranges from numerical simulations in CFD to image processing about automatic inspection of human behavior . So it includes applications in Robotics, Engineering, Virtual/Augmented Reality, Artificial Intelligence, Finance, Blockchain technologies and more. Moreover the company commercializes some products about robotics and industrial components