Freelancer profile translated to English.

Description

Hello,

My name is Aurelia Treby, Dataiku Expert & Platform Manager. I support companies in the implementation, optimization, and governance of complex Dataiku platforms: architecture, performance, costs, security, and best practices.

I manage Design / UAT / Prod environments, migrations (on-prem → AWS), SQL/S3/PostgreSQL optimization, pipeline industrialization, and advanced monitoring (usage, stability, performance, costs).

I also work on defining standards, structuring flows, data quality, and supporting Data teams.

Accustomed to managing 20+ simultaneous projects, I combine technical expertise, platform vision, and coordination of Cloud / APS / DBA / Security teams.

If you are looking for an autonomous, reliable, and results-oriented Dataiku Platform Manager, I would be delighted to chat.

Industry field of expertise

Languages

English
Fluent
Italian
Native or bilingual
French
Native or bilingual
Spanish
Fluent
Portuguese
Fluent

Workplace preferences

Remote only

Primarily works remotely

CEVA Logistics
Dataiku platform manager
LOGISTICS AND SUPPLY CHAIN
January 2023 - Today (3 years and 5 months)
Since 2023, I have held the role of Dataiku Platform Manager / Dataiku Expert for the global CEVA platform.
I restructured the Design / UAT / Prod architecture, implemented governance, standards, security, flow zones, and industrialized pipelines.
I managed the on-prem → AWS migration, optimized performance (SQL, Spark, S3, PostgreSQL, containers), and implemented advanced monitoring (usage, performance, costs).
I manage over 20 Dataiku projects (BI, Data Engineering, ML, APIs), while coordinating the Cloud, APS, DBA, Network, and Security teams.
Result: a stable, optimized, and scalable platform, with significant cost reduction and faster delivery.

Malt keywords:
Dataiku • Platform Manager • Data Engineering • AWS • Architecture • Cloud Migration • Performance Optimization • Governance • Monitoring • SQL • Spark • S3 • PostgreSQL • Pipelines • Dev/UAT/Prod • Flow Zones • Automation • CI/CD • ML/AI • Scalability • Cost Optimization
Project Management Data science Data Engineer Dataiku Platform Management
Biogen GmbH
Data manager / analyst
PHARMACEUTICALS INDUSTRY
April 2022 - July 2022 (3 months)
Paris, France
At Biogen, a pharmaceutical company, I contributed to data analysis and the creation of dashboards and alerts on Dataiku. The project involved setting up an application to measure the evolution of different neurological diseases across a large number of studies worldwide. My objective was to understand the needs of different business units and studies, to ensure analysis reports that would control not only data quality but also patient adherence.

Stack: Dataiku, Python, AWS
Dataiku Data Management Data Analysis Data visualization Health Dashboard AWS
Frigo magic
Data scientist
TECH
October 2021 - January 2022 (4 months)
Rennes, France
At Frigo Magic, I worked on understanding customer behavior to improve user loyalty for the application. I used various models to understand e-personas, identify churn causes, and propose tailored solutions for different user groups. I employed models such as regressions, random forest, and classification (primarily K-means).
I also performed sentiment analysis of users to understand areas for application improvement through PlayStore comments (scrapping and NLP).

The results were presented as dashboards and reports.
This study led to measures that increased the number of users and, more importantly, boosted the retention rate by +71%.

Stack: R, PowerBI
Machine learning Business intelligence E-commerce Data visualization Data Analysis NLP Python Classification Mobile Application Customer Loyalty Artificial Intelligence

Check out Aurélia's experience

Thierry

AXA

Reviewed on 7/11/2022

I had the opportunity to collaborate on various projects with Aurélia for 3 months. She is professional, very involved, and rigorous. Her insights and the simplification of results helped us solve different problems. I highly recommend her!