Kamelia ZENATI

Master 1 in Financial Asset Management

2026 - 2028

CY Cergy Paris University, France

Admitted to the Master's program in Financial Instruments Management (M1) starting September 2026, in a work-study format (3 days in company/2 days at university), to develop expertise in market finance, risk management and financial analysis

Bachelor in Economics & Finance (Licence 3)

2025 - 2026

CY Cergy Paris University, France

Resumed studies in France to acquire strong foundations in finance and complement my expertise in data analysis, with the aim of pursuing a Master's in Financial Instruments Management

Dual Degree in Statistics and Applied Economics

2023 - 2024

National Graduate School of Statistics and Applied Economics, Algeria

• Preparatory Classes for Higher Education (Classes Préparatoires aux Grandes Écoles): 2019-2021
• Admitted to the second cycle via national competition examination
• Specialized training in statistics, econometrics, data science, economic modeling and machine learning
• State Engineering Degree in Applied Statistics
• Master's Degree in Statistics and Economic Foresight

Credit Brokerage

May 2026 - July 2026

Vousfinancer Conflans

• Anlyzed and processed financing applications (mortgage, professional loans, consumer credit buyback, etc.)
• Profecient with Nosca, Treasy, Visio and Kereis iAssure tools

Data Analyst - CDI

February 2025 - August 2025

Yassir, Algeria

• Automated monitoring and reporting processes via SQL, Excel and API pipelines, improving data quality and efficiency
• Designed and deployed interactive dashboards using LookerStudio, featuring extra-financial performance indicators, presented to senior management
• Developed predictive statistical models using Python, scikit-learn and TensorFlow to support strategic decision-making and comparative analysis
• Presented analyses to business teams through data storytelling and data-related communication materials

Data Science Coach - Freelance

January 2025 - July 2025

Code213, Algeria

• Trained professionals and students in data science and machine learning techniques
• Provided guidance and mentorship for projects involving predictive modeling and data analysis
• Developed training materials and workshops to enhance skills in Python, R, and other relevant technologies
• Collaborated with organizations to design and implement data science initiatives

Data Scientist - Internship

October 2024 - December 2024

Yassir, Algeria

• Conducted exploratory analysis and modeling of structured data to support operational decision-making
• Developed automation scripts for data flow processing
• Designed ride-hailing fare prediction models
• Conducted a report on the use of geospatial data in route optimization

Quantitative Finance - Internship

July 2024 - October 2024

SONATRACH, Algeria

• Forecasted Saharan Blend prices using ML/DL models (Scikit-learn, TensorFlow) : market asset volatility analysis and interpretation of model parameters
• Produced quantitative analysis reports contributing to the understanding of market dynamics and risks
• Technical stack : Pandas, Plotly, Scikit-learn, TensorFlow

Credit Risk Analysis - Internship

July 2023 - September 2023

National Bank of Algeria, Algeria

• Gained exposure to solvency and eligibility criteria and customer risk management (back-office)
• Contributed to regulatory compliance and controls on banking operations
• Conducted a scoring model for credit risk assessment and deployed into a production environment

Actuarial Modelisation - Internship

July 2022 - September 2022

Gulf Insurance Group, Algeria

• Assisted in the development and validation of actuarial models for insurance product pricing
• Conducted sensitivity analysis to evaluate the impact of various assumptions on model outputs
• Supported the preparation of actuarial reports for regulatory submissions and internal reviews
• Collaborated with cross-functional teams to ensure alignment of actuarial methodologies with business objectives