2025 ? Present: Applied AI and automation to analytics workflows

Role: AI & Data Analytics

Customer: Independent Consultant I Germany

Tasks:

Applied AI and automation to analytics workflows, reducing manual effort and democratizing data insights across teams

• Built and deployed a self-service analytics stack (Superset, dbt, Redshift) to automate KPI reporting and deliver real-time insights
• Automated accounting processes via n8n workflows, saving the finance team several hours per week and minimizing manual errors
• Prototyped an AI-powered text-to-SQL assistant using open-source models, lowering the barrier for business users to access data

2020 ? 2023: Spearheaded investment evaluations

Customer: Shore GmbH l Berlin, Germany

Tasks:

Joined the company in crisis mode and facilitated the transition from profitability to growth by building the analytics backbone, developing scalable finance & revenue operations infrastructure, and advising management on growth strategy

Director of Analytics & Growth Strategy

• Spearheaded investment evaluations, overseeing financial due diligence for 10+ M&A and funding initiatives alongside the CEO
• Led customer analytics initiatives, including segmentation, churn modeling & LTV analysis, leading to a 30% increase in core revenue.
• Built business case and managed P&L of Shore Pay, a payment solution built on Stripe?s embedded finance products
• Oversaw top-line growth through monetization by price increase of subscription products and other add-ons
• Oversaw churn reduction of 20% by improving processes and improving cross-functional collaboration
• Responsible for the performance of the analytics division, overseeing their product roadmap

Head of Business Intelligence

• Established automated financial reporting, improving transparency and reducing reporting time by 40%
• Built a hybrid, autonomous analytics team from scratch, delivering real-time data insights
• Optimized revenue operations strategy, end-to-end billing operations, and supported CAC/LTV optimization initiatives
• Led a team of 4 analysts, upskilling them on advanced analytics methodologies

2019 ? 2020: Mentored junior analysts and built the foundation of growth and product analytics

Role: Senior Data Expert

Customer: Tier Mobility l Berlin, Germany

Tasks:

Mentored junior analysts and built the foundation of growth and product analytics for global operations across 50+ cities

• Developed a customized user session logic as a foundational layer of product analytics to improve the scooter utilization rate
• Mentored analysts in product and growth analytics and built foundational data models with Redshift, DBT, and Looker as tech-stack
• Successfully implemented Amplitude, a self-service analytics tool, and empowered product managers with comprehensive training
• Delivered insights for fundraising due diligence for an extended Series B round of $100m+

2018 ? 2019: Built business case and conceptualized the idea of a B2B, Augmented Reality product

Role: Entrepreneur and Startup Consultant

Customer: Multiple Ventures l Germany + India

Tasks:

Worked at several startups in various capacities, including two projects as a startup founder

• Beam Berlin: Built business case and conceptualized the idea of a B2B, Augmented Reality product
  • Organized on-site, pain point analysis workshops with DHL, Hermes Group GmbH, Heathrow Airport London, Beumer Group
• Founder@OmniX Digital: A mobile-centric, self-checkout technology to enable retailers to offer omnichannel shopping experiences to their customers

2016 ? 2017: Management of growth stage ventures

Customer: FinLeap GmbH l Berlin, Germany

Tasks:

Worked with FinLeap ?s C-level to manage a portfolio of growth-stage ventures in Fintech vertical

Venture Development Manager

• Responsible for management of growth stage ventures ? venture controlling, due diligence support for fundraising/M&A, growth strategy, business KPI planning, cap table analysis for 10+ ventures
• Reported directly to FinLeap?s C-level and worked as a sparring partner to venture MDs
• Built business cases and pitch decks for 3 Fundraising/M&A transactions with a total combined volume of over ?50 million
• Developed customer-centric KPI dashboards and analytics systems across multiple fintech ventures.
• Savedo - Built business plan & financial consolidation for merger of Savedo & Deposit solution in 2017

Business Intelligence Analyst

• Built data warehouse solution and profitability analysis reports for FinLeap management, delivering real time insight into operations
• solarisBank: Developed foundational data warehousing & reporting infrastructure within 2 months, enabling scalable analytics
• Developed an in-house automated invoicing solution for the accounting team, reducing the effort by ~2 FTEs

2015 ? 2016: Spearheaded the setup of a business intelligence department

Role: Business Intelligence Associate

Customer: Atheneum.ai l Berlin, Germany

Tasks:

Spearheaded the setup of a business intelligence department and delivered financial insights to C-level

• Analysed company?s overall financial performance and delivered insights to C-level for strategic decision-making
• Standardized analytics processes by improving cross-functional collaboration, improving overall output efficiency by ~80%
• Spearheaded the setup of business intelligence unit with Python (Backend) & Tableau (Frontend) as tech-stack