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Linwei HE

Financial /Performance Analyst @ YDH International Logistics Belgium
Brabant flamand, Belgique

Data science graduate (M2) with a strong academic foundation in statistics and data science from KU Leuven, complemented by hands-on experience in modeling, machine learning, data analysis and data visualisation. Experienced in corporate and agile environments with technical and problem-solving skills. Fluent in French and adept at leveraging programming (Python and R) and collaboration tools (git and AWS) to deliver innovative solutions.

Rôles occupés

Data Analyst< 2 years

Back-end

SQL
Python
R / Matlab / SPSS

Business Intelligence

Power BI
Tableau

Miscellaneous

Spark
Langues
Maternelle Chinese
Chinese
Maternelle
English
Bon
Français
Bon
Expériences professionnelles
Since 2018
Financial /Performance Analyst @ YDH International Logistics Belgium
01 November 2025 -

Conducted financial, performance, and cost analysis on logistics operations, including shipment-level cost structures, service performance, and channel efficiency to identify cost drivers and optimization opportunities.

Intern - Business Data Analyst @ Bank Degroof Petercam
01 April 2025 - 30 September 2025

Owned the definition and delivery of analytics products, including operational KPI dashboards, ensuring alignment between metrics, data models, and business objectives.

Data Analyst @ Freelancer
01 February 2020 - 31 October 2020

Collected articles and scrapped social comments on websites and analyzed the context data to identify marketing risk from commercial competitor.

Intern - Data Scientist in Communication and Marketing @ ENGIE China
01 May 2019 - 31 December 2019

Conducted the energy market data analysis, implemented pre-processing pipeline, and extracted important information from diverse datasets to inform strategic decision-making processes.

Intern - Data scientist in Marketing @ TikTok China
01 October 2018 - 31 January 2019

Supported the analysis of the stakeholders by leveraging machine learning techniques to cluster and classify potential customers.

Études et diplômes
Since 2015
Statistics and Data Science (Biometrics) @ KU Leuven
01 September 2023 - 01 July 2025

Thesis: Effect of Higher-Order Variables on Prediction Model Heterogeneity

Quantitative Analysis in Social Science @ KU Leuven
01 September 2022 - 01 February 2025

Thesis: A Computational Analysis about COVID-19 (NLP and LLM in Python with topic modeling and sentimental analysis).

Communication @ Beijing Normal University & Tufts University
01 September 2015 - 01 June 2019
Connect with Linwei HE

Bon retour parmi nous

Bienvenue à bord!

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