avatar

Ibrahim Bouabdallaoui

PhD Research Scholar

Big Data

Machine Learning

Deep Learning

Text Mining

Image Mining

Hi, I'm Ibrahim Bouabdallaoui !

I am a Moroccan years old PhD student in Artificial Intelligence.
I always aim to learn and contribute in data science fields. My goal is to build a robust, elegant and complex artificial intelligence architectures.

Feel free to contact me for any project or professional opportunities

Shout me an Email:

bd.ibrahim@hotmail.com

Phone:

+212 661 202 714

Download my Resume:

English CV

Academic Curriculum

PhD. in Artificial Intelligence and Big Data

Mohammadia School of Engineers (EMI)

Thesis director: Fatima GUEROUATE (ESTS)
Co-Supervisor: Mohamed SBIHI (ESTS)

PhD Subject: Exploitation of voluntary traces of tourists for the prediction of tourist flows in given territories using Artificial Intelligence.
Funded by: Al Khawarizmi Program

Master in Big Data Analytics & Smart Systems

University Sidi Mohamed Ben Abdellah of Fez (FSDM)
I have taken courses relative to:
Statistics and Data Analysis
Big Data Analytics
Data Mining
Machine Learning
ETL and Business Intelligence
Graph Theory
Geographic Information Systems
Internet of Things
Computer Vision
NLP
Security and Cloud
Dynamic systems modeling

Bachelor in Mathematics & Computer Science - option : Databases

University of Hassan II Casablanca (FSB)

Professional Experiences

August 2024 - Present

Founder, CEO & CTO

AIONISPHERE, Casablanca

Founder and leading AI and Data projects.

July 2023 - Present

Senior Data Solutions Architect

Seven, Casablanca

Leading Data and AI projects with clients of Seven-App.

March 2024 - Present

Co-Founder, Chief Technology Officer

Myras.AI, Casablanca

Co-founder and leading AI/dev projects of Myras.AI.

April 2022 - Present

Founder

Remorky, Casablanca

Founder of Remorky Company for fret transport.

October 2022 - September 2023

Artificial Intelligence/Computer Science Instructor

GOMYCODE, Casablanca

Inspire IT and AI enthusiasts to create and develop real-world solutions

November 2021 - February 2023

Tutor

HESTIM, Casablanca

I provide courses and practical work for the students of the HESTIM Casablanca.

Fall 2022: Courses and practical work, Oriented Object Programming with Python, Preparatory classes (2nd year Engineering class)

Fall 2022: Courses and practical work, NoSQL databases (MongoDB), Engineering classes (4th year Engineering class)

Fall 2021: Courses and practical work, Web Technologies, Preparatory classes (1 year Engineering class)

Fall 2021: Courses and practical work, Computers Architecture, Preparatory classes (1 year Engineering class)

Fall 2021: Courses and practical work, Advanced Web Technologies, Engineering classes (3rd year Engineering class)

December 2020 - December 2022

Tutor

High School of Technology (ESTS), Salé

I provide courses and practical work for the students of the High School of Technology - Salé.

Fall 2020: Courses and practical work, Data analysis with R, Bachelor in Information systems and Big Data

Fall 2021: Practical work, Algorithms, DUT Software Engineering

September 2020 - June 2023

Data Scientist Freelancer

-

I am accumulating experience in the field of data engineering and data science through Big Data projectswith freelance contracts in Morocco.

December 2021 - March 2022

Data Scientist

AIOX Labs, Rabat

I led off Big Data projects with AIOX Labs Startup.

July 2019 - September 2019

Data Scientist

Allianz Maroc

Being a data scientist in the technical direction of Allianz Morocco, I was able to deepen my knowledge in data science and big data. The main task was to extract data through web scraping techniques, and to organize, clean and structure these data to lead off data analysis, data visualization and predictions.

March 2018 - June 2018

PHP Developer

Yassamine SUP

I had the experience to practise my skills in web programming as a PHP developer trainee in YASSAMINE SUP - Casablanca, so as to fix some issues that faces the administration of the school.

Certifications

April 2021

Natural Language Processing Specialization

DeepLearning.AI
February 2020

Big Data Engineer : Mastery Award

IBM
April 2020

AI Engineering Professional Certification

IBM
June 2020

Advanced Data Science Specialist

IBM
July 2020

Functional Programming in Scala

EPFL Lausanne
July 2020

SAS Programming – Machine Learning with SAS

SAS

Scientific portfolio - Research and Academic papers

Bouabdallaoui, I., Guerouate, F., & Sbihi, M. (2024). Hybrid Text Embedding and Evolutionary Algorithm Approach for Topic Clustering in Online Discussion Forums. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 13, e31448-e31448.
Bouabdallaoui, I., Guerouate, F., & Sbihi, M. (2024). Improving Spatio-Temporal Topic Modeling with Swarm Intelligence: A Study on TripAdvisor Forum of Morocco. International journal of electrical and computer engineering systems, 15(7), 591-601.
Ferrouhi, El Mehdi and Bouabdallaoui, Ibrahim. "Chapter 23 Evidence of Chaos in the Moroccan Stock Market before and during the Covid-19 Pandemic". Select Topics of Econophysics, edited by Amit Sinha, Berlin, Boston: De Gruyter, 2025, pp. 363-392. https://doi.org/10.1515/9783110987584-023
I. Bouabdallaoui, F. Guerouate and M. Sbihi, "Assessing Topic Modeling in Online Forums: A Comparative Study of Hierarchical and Centroid-Based Clustering Algorithms," 2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), Istanbul, Turkiye, 2023, pp. 1-7
El Mehdi Ferrouhi, Ibrahim Bouabdallaoui, A comparative study of ensemble learning algorithms for high-frequency trading, Scientific African, Volume 24, 2024, e02161, ISSN 2468-2276,
I. Bouabdallaoui, F. Guerouate, S. Bouhaddour, C.Saadi and M. Sbihi, "Sentiment analysis in Tourism: Fine-Tuning BERT or sentence embedding concatenation?," 2022 Interdisciplinary Conference on Mechanics, Computers and Electrics (ICMECE), 2022
Ibrahim Bouabdallaoui, Fatima Guerouate, Samya Bouhaddour et al. A hybrid Latent Dirichlet Allocation - BERT approach for topic discovery of market places, 25 May 2022, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-1674353/v1]
Bouhaddour, S., Saadi, C., Bouabdallaoui, I., Sbihi, M., Guerouate, F. (2023). A Novel Hybrid Approach for Daily Tourism Arrival Forecasting: The PROPHET-Bayesian Gaussian Process-Forward Neural Network Model. Ingenierie des Systemes d'Information, 28(4), pp. 833–842.
Bouhaddour, S., Saadi, C., Bouabdallaoui, I., Guerouate, F., Sbihi, M. (2023). Tourism in Singapore, prediction model using SARIMA and PROPHET. AIP Conference Proceedings, 2508, 020002.
Bouabdallaoui, I., Guerouate, F., & Sbihi, M. (2024). Combination of genetic algorithms and k-means for a hybrid topic modeling: Tourism use case. Evolutionary Intelligence, 17(3), 1801-1817.
Ferrouhi, E.M., Bouabdallaoui, I. (2022). High-Frequency Trading and Market Efficiency in the Moroccan Stock Market. Big Data in Finance: Opportunities and Challenges of Financial Digitalization, pp. 55–67.
Bouabdallaoui, I., Guerouate, F., Bouhaddour, S., Saadi, C., Sbihi, M. (2022). Advanced Exploratory Data Analysis for Moroccan Shopping Places in TripAdvisor. Communications in Computer and Information Science, 1675 CCIS, pp. 257–271.
Bouabdallaoui, I., Guerouate, F., Bouhaddour, S., Saadi, C., Sbihi, M. (2021). Named Entity Recognition applied on Moroccan tourism corpus. Procedia Computer Science, 198, pp. 373–378.

Get in Touch

Shout me an Email:

bd.ibrahim@hotmail.com

Phone:

+212 663 110 508

Download my Resume:

English CV