# Noémie Christ > Data Scientist at Ekimetrics | Imperial College • ESCP Location: London, England, United Kingdom Profile: https://flows.cv/nomiechrist Multilingual Data Scientist & Consultant at Ekimetrics, with expertise in customer analytics, data product development and media performance analysis. Experience in designing data pipelines, developing clustering, scoring, and regression models, and building Python/PySpark tools to streamline analytics workflows. Work spans projects across luxury, fashion, retail and consumer goods industries. Fluent in French, English, Spanish, Python and SQL, with basic knowledge of German, Chinese and Spark ## Work Experience ### Data Scientist & Consultant @ Ekimetrics Jan 2024 – Present | London Area, United Kingdom Customer Analytics (industries: fashion luxury, wine and spirits) ------------ • Designed VIP Propensity Scoring and Customer Segmentation models by engineering behavioral features and developing predictive and classification ML models (Logistic Regression, XGBoost, Random Forest, k-means) • Delivered actionable insights on customers, shops, and products to drive client strategy and decision-making Software Development (for Customer Analytics) ------------ • Built and maintained an internal Python/PySpark platform for EDA, feature engineering, and ML deployment • Implemented data quality checks and a centralized configuration module ensuring reproducibility • Applied Git best practices, led code reviews, and supported agile PMO (Jira) and CI/CD practices Green IT (Cloud Sustainability & Cost Optimization) ------------ • Developed a rule-based flagging system in Databricks (Python, PySpark) to detect inefficient compute/usage from Azure logs • Integrated alerts into Power BI dashboards and automated email notifications via Databricks Jobs and Power Automate • Improved cloud efficiency and sustainability, reducing costs and environmental impact Marketing Mix Optimization (Fragrance Luxury, Retail) ------------ • Engineered scalable data pipelines integrating 50+ sources for comprehensive media mix analysis • Built OLS and Bayesian regression models to quantify media impact and maximize ROI through scenario optimization ### Junior Data Scientist & Consultant @ Ekimetrics Jan 2023 – Jan 2024 | London, England, United Kingdom ### Data Analyst @ AB InBev Jan 2023 – Jan 2023 | London, England, United Kingdom • Built a model to predict and analyse PerfectDraft repeat purchase behaviour ### Data Consultant @ Artefact Jan 2021 – Jan 2022 | Londres, Angleterre, Royaume-Uni • Led agile project management & product owner missions on 3 accounts, leveraging technologies to drive maximum business value through a data-centred approach • Joined digital marketing department (affiliates) providing ad-hoc support, produced 5 reports/week ### Junior Global e-Commerce Analyst @ L'Oréal Jan 2021 – Jan 2021 | Ville de Paris, Île-de-France, France • Created performance report based on e-Commerce KPIs and data analysis • Outlined potential e-commerce implementations and determined e-Commerce top 10 best practices • Built a Salesforce Einstein (AI tool for CRM) 30 pages playbook ### Digital Communication & Business Development Intern @ BAIOBAY Jan 2020 – Jan 2020 | Paris, Ile-de-France, France • Established distributors and partnership prospects in European countries (B2B) • Oversaw social medias, achieving to double community size within 2 months (Instagram) • Conceptualized and crafted content (newsletters, Ig posts, Ig filter) and unboxing experience (B2C) ### Consultant @ Spain-Internship Jan 2019 – Jan 2020 | Madrid Area, Spain • Initiated market research of platforms displaying internship offers in China • Designed and implemented international expansion strategy for the next 6 months • Collaborated with 4 multi-national teammates, Spanish company client and supporting teacher ### Event Staff @ Splendid.co.uk Jan 2019 – Jan 2019 | London, Greater London, Royaume-Uni • Participated to various events (e.g. Cricket World Cup, US Embassy reception, weddings, V&A reception…) • Set up the venues and helped guests (drink & food service). ### Co-Founder @ Humans in the Streets Jan 2018 – Jan 2019 | London, United Kingdom • Co-founded a charity organization helping and feeding homeless people • Raised awareness at university by organising a photo exhibition displaying stories of people we met ### Tutor @ Various Jan 2013 – Jan 2018 | Shanghai, CN & Paris, FR Tutoring maths, french and english classes ## Education ### MSc in Business Analytics in Data Science Imperial College London ### BSc in Management in Specialisation in Digitalisation & Big Data ESCP Business School ### Scientific French Baccalauréat in European section, Chinese option Lycée Chaptal ### Diplôme Nationale du Brevet (DNB) Lycée Français de Shanghai ### European School Karlsruhe ## Contact & Social - LinkedIn: https://linkedin.com/in/noemie-christ --- Source: https://flows.cv/nomiechrist JSON Resume: https://flows.cv/nomiechrist/resume.json Last updated: 2026-04-05