Freelancer profile translated to English.

Description

Data Engineer / Analyst – Medical Data & Big Data Expert

With over4 years of experiencein the medical field, I am a passionateData Engineer and Analystdedicated to transforming data into strategic assets. Rigorous, creative, and results-oriented, I help companies optimize their infrastructure and intelligently leverage their data.

💡 What I can bring to you:

*Optimization and automationof your data pipelines (ETL, orchestration with Airflow, Docker…)

*Advanced analysisand statistical modeling for precise and actionable insights

*API development and Cloud integration(GCP, Azure, BigQuery, S3…)

*Security and auditingof your systems (SSL, cybersecurity, server management)

*Creation of interactive dashboards(Looker, Dash, Seaborn…) for effective visualization

*Expertise in medical data(DICOM, OMOP, hospital databases, SNDS…)

🚀 Why work with me?

✔Tailored approach: every project is unique, and I adapt to your specific needs ✔Efficiency and reliability: work done well, delivered on time

✔Strategic vision: beyond data, I help you make the best decisions

📩Immediately availablefor freelance missions. Let's talk about your project!

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Spanish
Conversational

Workplace preferences

Can work on-site

Ivry-sur-Seine (up to 10km)

Freelance
Data Engineer / Analyst Freelance
May 2024 - Today (2 years and 1 month)
Programming and Technologies

Advanced Python programming
Mastery of Spark framework and infrastructure
Advanced R programming
Advanced Bash programming
Solid foundation in Java
Version control, Git, Gitlab CI/CD
Orchestration and automation tools: Docker, Airflow, …
SQL mastery
API development
Code review, Unit testing
Technical documentation

Data Engineering

Data processing pipeline development (ETL, …)
Data cleaning, standardization, and transformation
Creation and maintenance of databases or data warehouses
Storage and processing for large Big Data type data
Cloud technologies and tools (GCP, Azure, Bigquery, S3, …)

Analysis & Data Science

In-depth data quality assessment
Descriptive statistical analysis and modeling
E-commerce data analysis (GA4, …)
Creation of dashboards and data visualization (Looker, Dash, Seaborn, …)
Training basic AI models and adapting pre-trained models

Cybersecurity and Server Management

Cybersecurity audit of websites, domains, servers
SSL certificate generation for websites
Securing servers and inter-server communication
Automation and cron jobs

Consulting and AMOA (Application Management Assistance)

Feasibility study
Writing technical or techno-functional specifications
Design and prototyping
Technical architecture
Technical team management
Technical profile recruitment consulting
Corporate technical training
Writing technical blog posts (Medium, ...)

Health IT & Health Data

Expertise in managing and converting whole slide images in pathology (WSI, TIFF, NDPI, MRXS, SVS, …)
Extraction and processing of medical images (DICOM, JPEG)
Mastery of the OMOP data model
Experience with all health data: medico-administrative data, clinical data, hospital data warehouses, data from medical devices, SNDS, BNDMR, gene expression data …
Health Data Hub
Coordinator of the Data Project Support Unit
May 2023 - April 2024 (11 months)
Paris, France
In parallel to my technical role as a data engineer, I was responsible for:
- Tech Lead of a team of data scientists and data engineers
- Management / HR
- Project management
- Planning and budgeting
Health Data Hub
Data Engineer
MEDICAL
November 2019 - April 2024 (4 years and 5 months)
Paris, France
As a data engineer, I was responsible for various data engineering and data analysis tasks:

▶ ETL Development
▶ Quality assessment and cleaning of clinical data
▶ Structuring and enrichment of clinical data
▶ Manipulation and management of various health data formats and types (Imaging (DICOM), Anatomopathology Slides (WSI), various structured data)
▶ Expertise in converting anatomopathology slides to TIFF format
▶ Deployment and maintenance of annotation tools
▶ Probabilistic matching of databases
▶ Use of health terminology and ontology databases (ICD10, SNOMED-CT, ATC, UCD/CIP, LOINC, ...)
▶ Familiarity with the databases constituting the National Health Data System (SNDS)
▶ Independent project management and complex infrastructure architecture
▶ Management of a pool of bare-metal servers for hosting tools and storing sensitive data, ensuring network configuration and security

As the various tasks suggest, I have developed expertise in health data.

Check out Salma's experience

Be the first to recommend Salma

Help this freelancer shine by sharing your experience working together.

Agatha Frydrych

Backend Java Software Engineer

4.7

(3)

Baptiste Duhen

Fullstack developer

4.6

(4)

Amed Hamou

Senior Lead Developer

(2)

Audrey Champion

Web developer

4.3

(3)

Signup to reveal

Engineering degree, Health Information Technology
Polytech Grenoble
2019
Diplôme d'ingénieur, Technologies de l'information pour la santé
Bachelor's degree, Life and Health Sciences, Biology Computer Science Mathematics
Université Nice Sophia Antipolis
2016
Licence, Sciences de la vie et de la santé, Biologie Informatique Mathématiques

Salma E.

Data Engineer

About Salma

Data Engineer / Analyst – Medical Data & Big Data Expert

Experience

Recommendations

These freelancer profiles also match your criteria

Education

Skill set

Categories