Kamel Brouthen Email & Phone Number

Algiers, Algeria

Leading Algerian AI's brightest community!

Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates

Learning and contributing within "Automatic code optimization using Reinforcement Learning in Tiramisu compiler". Currently exploring code optimization techniques, how compilers work, and how reinforcement learning is applied for this use case.

Muscat, Masqaţ, Oman

Joining PhazeRo for the second summer in a row is a unique, incredible, and rich experience I am going through. I already contributed within a proof of concept implying the client's process automation leveraging Large Language Model capabilities. Looking forward to the projects and challenges ahead!

Algiers, Algeria

As the technical manager of the SOAI community, my role involves leading all types of activity requiring AI experience and engagement such as:- Planning, managing, and contributing to our Artificial Intelligence BootCamp called "AICamp" including various machine learning, deep learning, computer vision, natural language processing, and reinforcement learning workshops. I hosted "Introduction to AI", "Image Classification and Transfer Learning", and "Solving Reinforcement Learning with Value-based Methods" workshops.- Leading our hosted datathons challenges creation and mentoring such as our internal datathon "AI Real Camp" and our biggest event "HAICK".

Algiers, Algeria

Within the School of AI Research Summer Camp (RSC), I contributed to 'Automatic Curriculum Learning (AutoCL) for Hard Exploration Environments' where the journey involved:- Learning fundamental concepts about Reinforcement Learning while having both "RL an introduction" book and "Deepmind Deep Reinforcement Learning" lectures as a main resource.- Conducting literature review regarding main research papers related to our project such as "Proximal Policy Optimization Algorithms", "Automatic Curriculum Learning For Deep RL: A Short Survey", and "Teacher-Student Curriculum Learning".- Implemented an auto-curriculum learning agent for solving Rubik's cube environment, having PPO as a backbone optimization deep reinforcement learning algorithm for teacher-student architecture.- Our system was comparable to human-designed curriculum learning and outperformed direct objective optimization with PPO.

Algiers, Algiers, Algeria

As the AI development core team member, I led all AI-related activities within the community ranging across:- Development of a Retrieval Augmented Generation (RAG) chatbot for the DevFest event. The chatbot, integrated into the event's website, serves as an interface to respond to our participants' different queries and questions.- Hosting the 'Introduction To AI World' workshop within the GDG School which serves as a portal for our new community members.- Management and planning of our 'AI Bootcamp' which included a rich roadmap across data science, machine learning, and all the way to advanced deep learning concepts such as GANs and LLMs. I hosted the Reinforcement Learning workshop.- Serving as an AI mentor within GDG Hack which is an internal hackathon that motivates its participants to build unique solutions for community-related problems and themes.

Muscat, Masqaţ, Oman

I contributed to a project encompassing building a Retrieval Augmented Generation (RAG) based chatbot that enables end-users to query and get valuable insights from a large curated dataset. During my involvement in the project, I experienced various LLM development techniques such as prompt engineering, LLM evaluation, hallucination, and LLM behavior debugging. The opportunity allowed me to explore and grow within Agile development flexibly and effectively iterating over ideas and enhancements according to strong communication and collaboration with our client to ensure a smooth delivery and perfect alignment.