Work
Selected models, cases and dashboards. Underlying files available on request where confidentiality allows.
Corporate valuation · M&A · Shareholder value
American Greetings: corporate valuation and M&A case
$75M share buyback recommendation supported by DCF and comparable-company analysis
- Problem
- Assess whether American Greetings should repurchase shares while balancing valuation upside, strategic fit and financial flexibility.
- What I did
- Built a DCF and trading-comparables valuation, tested key assumptions through sensitivity analysis, reviewed the competitive landscape and assessed buyback funding against cash reserves and net debt.
- Tools
- DCF, comparable-company analysis, sensitivity analysis, SWOT, capital allocation

Operations strategy · Event logistics · Sustainability
Audi F1: event logistics and LSP selection
Structured a logistics partner-selection framework for a global race calendar
- Problem
- Design a reliable logistics model for time-critical freight, customs clearance and trackside operations across 20+ races.
- What I did
- Categorised critical and non-critical freight, mapped tasks for logistics service providers, defined evaluation criteria and designed SLA monitoring for delivery, damage, customs and sustainability performance.
- Tools
- ABC analysis, multi-criteria decision analysis, SLA design, sustainability strategy

Venture capital · Valuation · Due diligence
Early-stage due diligence: VC Investment Cup 2025
Finalist · thesis recognised by the judging panel
- Problem
- Evaluate an early-stage startup and produce an LP-facing investment package.
- What I did
- Commercial due diligence on unit economics and CLV, VC-method valuation, investment thesis, term sheet and LP pitch.
- Tools
- VC-method valuation, unit economics, term sheet drafting

Deep tech · GTM · Financial modeling
BIOWEG: rare-earth recovery commercial strategy
Base case ~€30M revenue by 2031 at ~60% gross margin
- Problem
- Self-directed strategy work on a SPRIND-funded deep-tech venture recovering rare earths from magnet waste.
- What I did
- Verified the German HDD magnet waste stream against primary sources, built a 5-year base-case model, structured a board-ready pitch through several critique cycles.
- Tools
- Excel modeling, primary research, deck craft

Strategy consulting · Public sector
City of Leipzig × KAIT: strategy consulting project
Recommendations adopted into the client's mid-term roadmap
- Problem
- Market-entry and stakeholder strategy for a public-sector innovation initiative (HHL Strategy Consulting Project).
- What I did
- Stakeholder interviews and desk research, structured the opportunity landscape, delivered a mid-term board-style pitch.
- Tools
- Stakeholder mapping, market analysis, executive pitching

Power BI · DAX · Equity analysis
Executive dashboards: Tata Steel vs HAL
Two three-page CFO-style dashboards, 14+ DAX measures
- Problem
- Contrast a leveraged cyclical with a fortress balance sheet.
- What I did
- Star-schema data model and three-page executive layout per company.
- Tools
- Power BI, DAX, financial analysis
Venture capital · Cap table · Biotech
Biotech investment memo and cap table model
Fully modeled priced round with option pool, liquidation preferences and waterfall
- Problem
- Self-directed venture exercise on a CAR-T cell-therapy startup.
- What I did
- Full investment memo (de-risking milestones, competition, deal structure, exits) and an Excel cap table through a priced round.
- Tools
- Cap table modeling, investment memo, Excel
Working capital · Operations finance · Power BI
Laxmi Enterprises: working capital and KPI system
~15% gross-margin improvement · ~40% faster management decisions
- Problem
- Thin-margin distribution business with long dealer credit cycles.
- What I did
- Renegotiated supplier terms and dealer collections, built an Excel + Power BI system tracking 12+ KPIs, rolled out a cost-control framework across the P&L.
- Tools
- Working capital analysis, Power BI, operations finance
Also writing
Financial Scams That Shaped Markets, a 30-day LinkedIn series (2026) connecting historical financial frauds to current market events.
Read on LinkedIn →Want the model or deck behind any of these? Email me and I'll walk you through the numbers.
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