Freelancer profile translated to English.

Description

Senior Data Scientist & Applied AI Researcher 🧠

I help companies leverage their data for advanced value creation and deploy high-impact Data & AI solutions.

I cover the entire data analysis chain: needs definition, infrastructure, data analysis workflows, dashboarding, Machine Learning models, and MLOps.

📊 Data Science & Machine Learning

- Creation of personalized AI agents per client using LLMs (RAG, skills, ...)

- Training models for various industries (predictive maintenance, retail, ...)

- Large-scale model deployment (distributed xgboost/lightgbm, dbscan, ...)

- NLP (sentiment analysis, text classification)

- Time series & anomaly detection

- Python, Scikit-learn, Azure Machine Learning

🗄️ Data Analytics

- Azure / Databricks / SQL Server

- Power BI / Grafana

- ETL & Python

- Azure DevOps

🧠 Applied AI & Research

- AI Prototyping

- State-of-the-art analysis

- Technical tutorials

☁️ Cloud & Industrialization

- Deploying models into production

- Scalable and secure environments

- Monitoring & Data drift

🤝 Clients & References

EDF / TotalEnergies / L’Oréal / FDJ / Renault / +50 major clients

🎯 Missions I regularly undertake

- Data pipelines and Power BI dashboards

- Complex data analysis

- Design of ML models (LLM-based agents, prediction, classification, NLP)

- Production deployment & performance monitoring

- Support for data and business teams

Who am I?

👩🏻‍💻 Yael, 34 years old

🎓 Centrale & Université Paris-Sud

💼 Senior Data Scientist & AI Researcher

🧠 +11 years of experience in Data, Machine Learning & Applied AI

🤝 +50 major clients supported

📊 High-impact business & industrial projects

Need Data or AI expertise? Write to me, I respond quickly! 👉

Languages

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

Workplace preferences

Can work on-site

Marseille (up to 50km)

Perla's Consulting
Owner
May 2022 - Today (4 years and 3 months)
Perla’s Consulting is a Data & AI consulting firm created to help companies structure, exploit, and enhance their data to sustainably improve their business performance.

I work with management, business, and data teams to transform data into levers for decision-making, growth, and operational optimization.

What I bring concretely 👇

📈 Improvement of business performance
→ Actionable KPIs, performance monitoring, decision support

📊 Design of dashboards & decision-making reporting
→ Clear visualization, reliable indicators, team adoption

🧠 Data & Analytics Consulting
→ Scoping needs, data structuring, advanced analysis

🧩 Optimization of data processes
→ Data quality, reliability, automation of analyses

📚 Team support & upskilling
→ Data literacy, knowledge transfer, long-term autonomy

Positioning 🔥

- Independent and pragmatic consulting
- Measurable impact-oriented approach
- Direct link between data, business, and decisions
Data analysis Data visualization Data science Big Data Consulting
Microsoft
Solution Sales Specialist
September 2018 - September 2019 (1 year)
Paris, France
Role & Impact 📊🧠

- Management of monthly and quarterly sales forecasts through CRM data analysis
- Analysis of the sales pipeline (Dynamics CRM) for account and opportunity prioritization
- Identification of customer patterns and data-driven opportunity detection
- Conducting pre-renewal audits based on usage analysis and service indicators
- Contribution to the optimization of sales processes through data analysis
- Supporting clients in the transition to Microsoft Unified, with an analytical approach
- Cross-functional collaboration sales / pre-sales / support

Data Skills Utilized 🚀

- CRM data analysis
- Forecasting
- KPIs & reporting
- Business data storytelling
- Applied Data Science Culture
Microsoft Power BI Data science LLM Data analysis
Softreadiness
Business Development Manager
December 2016 - September 2018 (1 year and 9 months)
Paris, France
Role & Impact 📈🧠

- Market analysis and exploitation of business data to guide commercial strategy
- Implementation of decision-making reporting and performance indicators
- Opportunity generation based on customer and partner data analysis
- Organization of events with performance measurement & ROI
- Working with complex ecosystems (distributors, OEMs, partners)
- Continuous improvement of customer satisfaction through feedback analysis

Data Skills Utilized 🚀

- Market & customer data analysis
- KPIs, reporting & performance
- Data-driven business development
- Data structuring & reliability
Business development Data analysis Data visualization