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Saad Kabbaj

Saad Kabbaj

Certified

data scientist

Artefact

Technologies

My Portfolio Highlights

My New Workbook

ChatGPT For Data Science Project (copy)

My New Project

Dr. Semmelweis and the Discovery of Handwashing

My New Course

Introduction to Python

Data virtuoso, playing the chords of information to create harmonious insights.

My Work

Take a look at my latest work.

DataLab

ChatGPT For Data Science Project (copy)

course

Introduction to Python

course

Intermediate Python

My Certifications

These are the industry credentials that I’ve earned.

AI Fundamentals

AI Fundamentals

Other Certificates

Datacamp data scientist with python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Artefact | Jun 2023 - Present

Data Scientist

-Designed and implemented an insurance fraud detection model, that reduced false positives in fraud detection by 50%, improving the overall process efficiency and saving countless hours of manual review. -Utilized demographic, behavioral, and transactional data to create meaningful customer segments, enhancing the company's ability to tailor insurance offerings to individual needs. -Collaborated closely with marketing and product teams to ensure seamless integration of segmentation strategies into business operations. -Utilized SQL queries to extract, transform and analyze data from relational databases, resulting in increased efficiency in data retrieval. -Put machine learning models into production on AWS.
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Bank Of Africa | Jun 2021 - May 2023

Data scientist

-Contributed to the enhancement of the financial risk management process through the recalibration, development and maintenance of the financial risk models. -Reported key risk indicators of the bank for the different committees. -Monitored that the indicators are within the predetermined limits according to the bank's risk appetite. -Improved data quality & performance by analyzing, verifying and modifying SAS & Python scripts -Developed and implemented methods to make machine learning models interpretable for non-technical stakeholders.

OCP SA | May 2020 - Sep 2020

Strategy and Corporate Development intern

-Designed and built a predictive model of fertilizer consumption in China over 10 years as an intern for the OCP Group. -Used time series analysis techniques, including Fb Prophet, to analyze historical data and forecast future trends in fertilizer consumption. -Employed linear regression and ensemble learning techniques to improve the accuracy and robustness of the model. -Conducted feature engineering and selection to identify the most relevant variables for predicting fertilizer consumption in China. -Worked closely with the strategy team at OCP Group to understand their business needs and ensure the model aligned with their goals. -Presented the model and its findings to the OCP Group's senior management team and provided recommendations for future actions. -Conducted sensitivity analysis to identify the most critical assumptions and inputs that affected the model's performance.

Universiti Malaya | Jun 2019 - Aug 2019

Research And Development Intern

Co-authored a research paper on Vehicular ad hoc networks after doing numeric simulations of 4 proposed routing protocols in industrial environments.

JESA S.A | Mar 2019 - Mar 2019

Shadowing Internship

N/A

Groupe Managem | Jun 2018 - Jun 2018

Summer Intern

N/A

My Education

Take a look at my formal education

Diplôme d'ingénieur, management industrielPolytechnic University | 2020

About Me

Saad Kabbaj

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