I’m a Data Strategy & Machine Learning Specialist bridging Corporate Strategy with Advanced Analytics.
Skilled in Python, Machine Learning, and Business Intelligence to support strategy; with 7+ years driving decisions in multinational environments, I excel at leading cross-functional strategies that align data insights with business growth.

ESG Market Volatility Explorer
2025 | Barcelona – Remote

• Developed a machine learning model to predict market volatility using ESG and financial factors.
• Built an XGBoost model to predict daily stock volatility using ESG and market data from S&P 500 firms.
• Combined correlation mapping and time-series analysis to assess ESG–volatility relationships by sector.
• Deployed an interactive Streamlit dashboard on Render for investor use.
• Expanded the model to include IBEX 35 and EURO STOXX 50 companies (planned).
• Created an investor-facing dashboard to visualize ESG–volatility dynamics through correlation heatmaps, volatility trends, and sector risk overlays.
• Helped portfolio managers evaluate risk versus sustainability performance.

BWT — Corporate Performance Management (CPM) | Attached to the Board & Data Analyst
2021 – 05/2025 | Hybrid / HQ Austria & Barcelona

• Led cross-department projects improving efficiency by 20%.
• Designed KPI dashboards and data pipelines for executive reporting across daily to semiannual cycles, ensuring timely, structured, and efficient delivery.
• Led corporate performance management initiatives, optimizing KPIs and business metrics across divisions.
• Designed and implemented data-driven strategies to improve operational efficiency and decision-making.
• Managed and mentored cross-functional teams, fostering collaboration and high performance.
• Developed dashboards and reports for executive-level insights and strategic planning.
• Analyzed pricing, sales, and logistics data to optimize profitability.

KINETICO — Export Manager (Anglophone & Francophone Markets)
2018 – 2021 | Ametlla del Vallès, Barcelona

• Improved delivery accuracy and reduced operational costs by 15%.
• Managed international operations and sales across multiple English- and French-speaking markets, including the UK, Australia, South Africa, France, Madagascar, and Morocco.
• Oversaw export operations, logistics, and compliance with trade regulations.
• Developed client relationships and negotiated contracts to maximize revenue.
• Conducted market analysis to drive strategic business decisions.

Coding Language: Python, Jupyter
Database: SQL, Git, GitHub
Processing: EDA, API, Web Scraping
Visualization: Matplotlib, Power BI, Streamlit, Seaborn, Render
AI / ML: Scikit-Learn, TensorFlow
Tools: NumPy, Pandas, Microsoft Office (full pack)

• Data Science & Machine Learning — 4Geeks Academy
• Law Degree — UAB / UOC (Present)

• Spanish: Native
• Catalan: Native
• English: Proficient
• French: Proficient

📧 ginappedrosa@gmail.com
💼 LinkedIn
GitHub
📍 Barcelona, Spain