Hello, I'm Istabrak.

I am excited to share my passion with you!

As a master of science student, my passion lies in Artificial Intelligence. With hands-on experience in deep learning and machine learning, I thrive on continuous learning and growth. I'm excited to apply my skills as a software engineer and AI research student, contributing to innovative projects and embracing new opportunities for professional development.

Efficient

I consistently bring energy, productivity, organization, and agility to the table as an effective worker and a quick learner.

Attentive

To me, every detail matters. I love formulating the big picture just as much as measuring out the tiny details and edge cases.

Flexible

I work best when I am challenged. While I thrive in organization, I can always adapt and pick up new things in a swift manner.

40

40 %

Coursework

Reinforcement learning
Probabilistic graphical models
Representation learning
Scaling Laws

100

100 %

Data science

Coursework

Data Structures and Algorithm Analysis
Mathematics for engineers
Fundamental computing
Data mining
Database development
Artificial intelligence

100

100 %

Coursework

Data Structures and Algorithm Analysis
Operating Systems
UNIX
Mathematics

Mila is a community of interdisciplinary scientists and teams committed to advancing artificial intelligence for the common good

Working on various research project in the field of continual learning

Sofrecom - supports the transformation and development of telecoms players to build a connected world that creates links.

Worked on DataIKU and CRM which help to streamline and automate data management processes, enhancing data quality and accessibility across the organization
Lead the creation and implementation of a strategic data governance framework that aligns with organizational goals.
Develop and enforce data governance policies, standards, and procedures to ensure data integrity, quality, and security.
Oversee the management of data assets, ensuring data quality and accessibility for business operations and decision-making.

Mila is a community of interdisciplinary scientists and teams committed to advancing artificial intelligence for the common good

Build machine learning models.
Models deployment.
Fix bugs in production

Sofrecom - supports the transformation and development of telecoms players to build a connected world that creates links.

Implementing a Voice-Bot for skills assessment.
· Reverse chatbot: the chatbot asks questions and evaluates the answers
Build deep learning models
Frontend development with Angular.
Backend development with Django framework.

I worked with the National Engineering School of Tunis on an urbanism project: the final goal of the project is to know the main factors of tourism in Sweeden.

A pipeline to distinguish if a famous person is in a picture.
Developing a ResNet classifier to distinguish between the landscapes

I had an internship at Timsoft group in which I created a recommender system.

Build recommendation system.
Model deployment.
Fix bugs in production

I have worked with several different areas of technology, but I am always looking to expand my knowledge and explore new things.

Filter:

Tensor network using reinforcement learning

RL Project

January 2024

Try to solve tensor network using reinforcement learning algorithms.

Tasks

Q-learning.
DQL.
SARSA.

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Facebook sentiment analysis

Personal Project

February 2022

A chrome extension that apply sentiment analysis on Facebook comments.

Tasks

Develop a Chrome extension with JavaScript.
Build a sentiment analysis model with Python and PyTorch.

Context-aware Language Modeling for Arabic Misogyny Identification.

Paper

March 2021

Advancing NLP, this project aims to enhance Arabic misogyny detection, leveraging context-aware algorithms to improve online discourse and promote a safer, more respectful digital environment for all users.

Info

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Enough about me. I want to hear about you!