Hamzi Oussama Seyf Elislam

Hamzi Oussama Seyf Elislam

AI Engineer ,Full Stack Developer

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Programs must be written for people to read, and incidentally for machines to execute



About Me

I am a highly skilled computer science and artificial intelligence professional. I recently completed a Master's degree in AI, where I gained expertise in machine learning, deep learning, natural language processing, and computer vision.

Throughout my academic and personal projects, I have demonstrated a diverse set of technical abilities. For my graduation project, I developed advanced time series forecasting models that outperformed state-of-the-art approaches. I have also built impressive applications, including a private school management system, an expert system manager, and a full-featured anime/series watching website.

Beyond my academic studies, I have also contributed to the open-source community by developing a useful Flutter package and leveraging the power of merging large language models to boost performance , Im familiar setting up and working with Large Language Models (LLMs) and Diffusion models, both locally and on the cloud. This includes familiarity with techniques like quantizing LLMs (such as GUFF) and various LLM merge methods (e.g. slerp, Dare, Dare ties)

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Career
march 2024
Paper Accepted at Pais'24
Thrilled to announce that our first ever research paper, titled 'Improving Linear Models for Univariate Time Series Forecasting,' co-authored me, My teamate sellami AbdElhadi, and supervised by Dr. Khaldi Bilel, has been accepted for presentation at 𝐓𝐡𝐞 6𝐭𝐡 𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐨𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐨𝐧 𝐏𝐚𝐭𝐭𝐞𝐫𝐧 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐚𝐧𝐝 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 2024 ( Pais'24 ) at the 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐨𝐟 𝐄𝐥 𝐎𝐮𝐞𝐝
Time Series
Deep Learning
Forecasting
Pais'24
pais 2024
2024
Time Series Forecasting (Artificial Intelligence)
For my graduation project, I collaborated with a peer to work on Time Series Forecasting for Univariate Time Series. We developed UMS-Linear Models that outperformed the state-of-the-art models in the field of Time Series Forecasting.
Time Series
Deep Learning
Forecasting
2022-2024
Master's Degree (Artificial Intelligence)
I pursued a master's degree in Artificial Intelligence at the University of Kasdi Merbah. I gained expertise in various AI concepts, including Linear Algebra, Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision. I also worked on several projects, such as a sentiment analysis system, a chatbot, an autocompletion model, and data scraping to fine-tune language models.
Machine Learning
Deep Learning
NLP
Computer Vision
Linear Algebra
2022
Bachelor's Degree (Graduation Project)
For my bachelor's degree graduation project, I developed a Private School Management System. I used JavaFX to build the user interface and SQLite to store the data. The system allowed users to manage students, teachers, courses, and schedules.
Java
OOP
JavaFX
SQLite
UML
2019-2022
Bachelor's Degree (CS)
During my bachelor's degree in Computer Science at the University of Kasdi Merbah, I gained expertise in various programming languages, algorithms, data structures, and software engineering principles. I worked on several projects, including a compiler prototype, an expert system, and a private school management system. As a side project, I also built a full-featured anime/series watching website using Laravel, complete with user authentication, caching, and other robust system functionalities.
Data Structures
UML
Operating System Paradigms
Threading and Concurrency
2018-2019
Old Days
In my earlier days, I was a hobbyist blogger learning about web development. I explored various web technologies, from Content Management Systems (CMS) like WordPress to vanilla JavaScript and PHP.
Fun
Projects
Developed bySeyf Elislam H.