Description

I help startups and scale-ups make sense of their product and revenue data. My expertise lies in extracting actionable insights from often opaque or multi-source data.

Types of analysis I typically handle:

Churn and retention modelling (cohort analysis, identifying drop-off patterns)
Payment and subscription data reconciliation (Stripe, across CRM and product data)
KPI dashboard design and reporting for commercial and ops teams
Funnel and behavioral analytics (event-level data)
Process and workflow audits with quantified improvement recommendations

Analytical mind with a love for optimization!

Working in English.

Industry field of expertise

Languages

English
Native or bilingual
French
Basic
Spanish
Basic

Workplace preferences

Can work on-site

Paris (up to 20km)

Bonsai (acquired by Zoom)
Data & Operations Analyst
June 2025 - December 2025 (6 months)
Paris, France
• Analyzed churn using SQL, Excel, and Mixpanel to model payment data and user behavior, identifying a critical friction point, projecting a 26% payment conversion increase.
• Identified and reconciled a 30% discrepancy between Stripe and Mixpanel reporting metrics, establishing a single source of truth for Product and Operations team decision-making.
• Reduced data processing time 35% with advanced Excel formulas (VLOOKUP, XLOOKUP, INDEX MATCH, nested formulas) to consolidate multi-source client data efficiently and accurately.
• Rebuilt the VIP client onboarding pipeline, cutting processing time from 21 days to 7 (66%) through automation and process redesign.
• Built and designed multiple BI dashboards for Operations, Finance, Product, Marketing & Ad-hoc asks.
Tableau software Stripe Data visualization Microsoft Excel Python
Convergence U.S.
Business Analyst
June 2024 - December 2024 (6 months)
• Modelled profitability scenarios in Excel to validate assumptions and create a unified forecast from multiple stakeholders.
• Analyzed customer data to improve revenue segmentation.
• Designed ML sales optimization engine using SQL and Python.
• Developed GTM strategies for impact-driven revenue-share programs designed to support veterans.
Machine learning Python Microsoft Excel Financial Modeling
TBS Barcelona Finance Association
Founder & Co-President
January 2024 - January 2025 (1 year)
• Enhanced overall class exam performance by 29% for 100+ students by organized special lectures, upskilling workshops, networking sessions, and publishing weekly newsletters.