Mohamed Atoui
BSc Computer Science & AI
ML Engineer & Entrepreneur Co-Founder at Nordlys Labs
About
Hi, I'm Mohamed š, Co-Founder & ML Research Lead at 
Nordlys Labs, building intelligent LLM routing systems that select the best model for each task. Beat Opus-4-5 on SWE-bench benchmarks.
I'm a 3rd-year Computer Science & AI student at 
Royal Holloway, University of London with First-Class Honours. My work spans ML research (transformer attention mechanisms, adversarial robustness), data science (sports analytics at 
Stats Perform), and teaching.
You can find more about my background in my CV.
š¬ Interests: Machine Learning, LLM Systems, Entrepreneurship, Product Development.
Latest News
Presented MoM Framework at Online Meetup
Presented MoM Framework at Online Meetup
Presented the MoM (Mixture of Models) framework in an online meetup, followed by engaging discussions with the audience on LLM routing and model selection strategies.
Teaching Assistant at Royal Holloway
Teaching Assistant at Royal Holloway
Started as a Teaching Assistant for Object-Oriented Programming & Software Engineering at Royal Holloway, University of London.
Product Data Intern at Stats Perform
Product Data Intern at Stats Perform
Joined Stats Perform as a Product Data Intern, working on sports analytics and data science.
ML Research Assistant at Royal Holloway
ML Research Assistant at Royal Holloway
Started as an ML Research Assistant at Royal Holloway, working on transformer attention mechanisms and adversarial robustness.
Founded Nordlys Labs
Founded Nordlys Labs
Co-founded Nordlys Labs, building intelligent LLM routing systems that select the best model for each task. Beat Opus-4-5 on SWE-bench benchmarks. Scaled to 500+ users.
Check out my latest work
Nordlys Labs
Nordlys Labs
Intelligent LLM routing startup that selects the best model for each task. Beat Opus-4-5 on SWE-bench benchmarks. Scaled to 500+ users.
LLM Journey
LLM Journey
Built a transformer architecture from scratch, implementing attention mechanisms, positional encoding, and training pipelines from first principles.
Skills
Internship & Work Experience
Nordlys Labs
Stats Perform
Royal Holloway, University of London
Royal Holloway, University of London
Awards & Honors
Scaled Nordlys Labs to 500+ users
SwiftStore grew to 10,000 visitors in 4 months
Academic Services
Object-Oriented Programming & Software Engineering
Get in Touch
Want to chat? Feel free to reach out via email ā
- ā¢ Ask questions
- ā¢ Explore collaboration opportunities