-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.

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

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