Freelancer profile translated to English.

Description

I am a Data Scientist at Abeille-Assurances. I have 3 years of experience and have already worked on customer segmentation, customer/prospect scoring, fraud detection, health risk prevention, and setting up ETL processes, etc. These experiences and my academic background have allowed me to have a good command of modeling and Data Engineering tools such as SAS, Python, Excel-VBA, R, databases, etc. I am also SAS certified.

I am currently looking for new opportunities:

- Full-time starting January 2023

- Part-time immediately

Industry field of expertise

Languages

Wolof
Native or bilingual
French
Native or bilingual
English
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

Abeille Assurances
Data Scientist | Customer Knowledge | SAS Certified Specialist
BANKING AND INSURANCE
February 2023 - Today (3 years and 4 months)
92270 Bois-Colombes, France
Technical environments: SAS, SAS Enterprise Guide, SQL, Python, Jenkins,
AWS, DBeaver, VSCode, Qlik, Excel, WPS, VBA, Office Suite, File Zilla, K-
modes, K-prototypes, K-means, Scikit-Learning, Statsmodels, Seaborn, Plotly,
ACM, CAH, ACP, GLM, Random Forest, Xgboost
o Mission: Marketing Data Scientist
- Frame topics, define processes, and participate in POCs
- Profile customers (new customers, existing customers, partial buybacks,
total buybacks, prospects, etc.)
- Develop predictive models related to customer knowledge and put them into
production
- Respond to ad-hoc requests for Qualitative Studies, Property & Casualty
Marketing, Life Marketing, Customer Journeys (extractions, monitoring,
counts, analyses, etc.)
- Develop Data Visualization tools (SAS, Python)
- Translate and interpret numerical data to transform it into operational
information for the company's business units
- Produce documents (presentations, documentation) and simplify the work
- Automate recurring data ingestion tasks (Excel-VBA)
- Ensure compliance with legal standards for exploited data (personal data
protection/GDPR, confidentiality…).
- Conduct technological watch and bibliographic research on various topics
Python SAS Microsoft Excel VBA Jenkins AWS Machine learning
AMANZE
Data Scientist | Actuary | SAS Consultant
April 2022 - February 2023 (10 months)
Context: Support clients (insurance, banking, retail) on business issues and Data processing. o Mission at ALDI France: Data Scientist/Engineer
- Define processes.
- Organize meetings with the business to understand needs and validate processes.
- Automate data ingestion flows and their updates
- Automate a contract and invoicing generation process
- Pricing, inflation, and price index analysis for the Purchasing department
- Statistical data analysis to support business departments on various topics (A/B tests, Reporting, Data Visualization)
- Development of Machine Learning models (store clustering, sales forecasts for periods of the year) o Migration of insurance product modeling and valuation projects (life and non-life) from Excel to SAS
- Data integration and Exploratory data analysis
- Risk modeling and analysis
- Anticipation of potential portfolio drifts
- Calculation of BE, PVFP, SCR
- Portfolio analysis and risk definition
- Performance optimization and automation of analysis procedures
- Writing technical specifications o Populating an Oracle database from flat files
- Development of a data loading module into the Oracle database with automatic and dynamic production of raw data file reading programs
- Data quality analysis and generation of a report on fill rates
- Writing technical documentation
Cat-Amania
Data Scientist
November 2021 - April 2022 (5 months)
92100 Boulogne-Billancourt, France
Context: Support clients (insurance, banking) on business issues and work internally on team Scoring and Staffing tooling projects. o Team Scoring and Staffing Tooling Projects
- Define processes and implement the algorithm
- Bibliographic research on success and failure factors of a project

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Master 2 (M2), Applied Mathematics, Statistics, Engineering Mathematics and Actuarial Sciences Track
Aix-Marseille University
2021
Master 2 (M2), Mathématiques appliquées, Statistiques Parcours Ingénierie Mathématiques et Sciences Actuarielles
Master 1 (M1), Applied Mathematics, Statistics, Data Science Track
Aix-Marseille University
2021
Master 1 (M1), Mathématiques appliquées, Statistique parcours Data Science

Check out Mamadou's education

Mamadou Seck

Data Scientist | ML Trainer - Python - SAS

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