Luai Waleed Abdelkarim

Worked as Academy Support Staff at Neuromatch Academy.

- Assigned as Scrum Master for the project
- Worked on the multi-agent-scribe project, my contributions:
• Designed and iteratively improved a modular, extensible multi-agent architecture.
• Integrated RAG into agent workflow for enhanced context-awareness.
• Developed a configurable evaluation system and integrated it into the pipeline.
• Built gradio UI and improved usability for demos and t

Worked on developing and improving machine learning models, handled data preprocessing and analysis, and collaborated with the team to enhance model performance.

Gained experience in building, training, and optimizing ML/DL models, explored key concepts and
frameworks, and worked on practical projects to strengthen problem-solving and analytical skills.

I contributed to and led a team project focused on developing a deep learning
model to differentiate real and AI-generated images. Successfully led the team
in model selection and training. Through my period at the academy, I gained a
strong foundation in Neural Networks, Convolutional Neural Networks,
Recurrent Neural Networks, Transformers, and Diffusion Models.

Co-founded a startup where I led game development and managed a team of 4
developers and artists. Successfully delivered 'The Hero' game, Using Unity2D
and C#, which could be found at: https://egametouch.itch.io/the-hero

Aug 2026

Mar 2025

Dec 2024