Mohamed Atoui

BSc Computer Science & AI

ML Engineer & Entrepreneur Co-Founder at Nordlys Labs

MA

About

Hi, I'm Mohamed šŸ‘‹, Co-Founder & ML Research Lead at Nordlys Logo 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 RHUL Logo 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 Logo Stats Perform), and teaching.

You can find more about my background in my CV.

šŸ”¬ Interests: Machine Learning, LLM Systems, Entrepreneurship, Product Development.

Latest News

2026.2

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.

2025.10

Teaching Assistant at Royal Holloway

Started as a Teaching Assistant for Object-Oriented Programming & Software Engineering at Royal Holloway, University of London.

2025.6

Product Data Intern at Stats Perform

Joined Stats Perform as a Product Data Intern, working on sports analytics and data science.

2024.12

ML Research Assistant at Royal Holloway

Started as an ML Research Assistant at Royal Holloway, working on transformer attention mechanisms and adversarial robustness.

2025.2

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.

Selected Projects

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.

Python
FastAPI
LangChain
Redis
PostgreSQL
Docker
LLM Journey

LLM Journey

Built a transformer architecture from scratch, implementing attention mechanisms, positional encoding, and training pipelines from first principles.

Python
PyTorch
NumPy
Readyou

Readyou

Dynamic README generator that automatically creates beautiful and informative repository documentation from your codebase.

TypeScript
Next.js
Python

Skills

Python
PyTorch
TensorFlow
Hugging Face
scikit-learn
LangChain
Java
TypeScript
C
SQL
Go
NumPy
Pandas
Docker
Redis
PostgreSQL
FastAPI
Next.js
Git
Linux
AWS

Awards & Honors

2024

Scaled Nordlys Labs to 500+ users

2024

SwiftStore grew to 10,000 visitors in 4 months

Academic Services

Teaching Assistant:
Fall 2025

Object-Oriented Programming & Software Engineering

Royal Holloway, University of London
Contact

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