My Full Project Portfolio
A comprehensive collection of my work. Use the filters to explore projects by category or department.
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Dynamic Valuation Modeler
Problem
Traditional spreadsheet-based rNPV models are often static, error-prone, and ill-suited for the complex, long-term scenario analysis required in biotech.
Solution
A comprehensive, web-based rNPV model supporting 20-year forecasting with real-time adjustments for key drivers like success rates, market size, and costs.
Impact
Significantly accelerated project valuation and enabled robust, real-time scenario modeling, improving investment decision accuracy.
Advanced rNPV Excel Model
Problem
Valuing complex, multi-phase biotech projects required a robust, transparent, and auditable financial model in a familiar tool.
Solution
A comprehensive rNPV-Modell in Excel with detailed scenario analysis, sensitivity testing, and integrated data visualizations.
Impact
Provided a strong, auditable foundation for data-driven project valuation and became the standard template for future assessments.
Financial KPIs Dashboard
Problem
The executive team lacked a real-time, unified view of the company’s financial health, making strategic decisions slow and reactive.
Solution
An interactive dashboard centralizing data on revenue, costs, profit margins, and variance analysis against forecasts.
Impact
Dramatically accelerated strategic decision-making and reduced monthly financial reporting preparation time.
Stock Price Analysis
Problem
Needed to understand and quantify the impact of market news and sentiment on stock price volatility for a specific biotech company.
Solution
A dynamic model and presentation correlating daily stock prices with specific news events, analyst ratings, and social media sentiment.
Impact
Provided clear, data-driven insights into market drivers, identifying factors that explained a majority of short-term price movements.
Clinical Trial Data Visualizer
Problem
Raw, complex data from clinical trials was difficult to interpret, hindering the ability to quickly identify trends and safety signals.
Solution
An analytical tool to visualize patient data, identify efficacy trends, and assess safety profiles across different cohorts and time points.
Impact
Generated key insights that informed the design of the next trial phase, potentially saving millions in research costs.
Clinical Trial Pipeline
Problem
Needed a clear, high-level overview of the entire clinical trial pipeline for executive-level reporting and quick status checks.
Solution
A visual dashboard card tracking the status, patient enrollment progress, and key timelines for each study in the pipeline.
Impact
Provided at-a-glance pipeline visibility, enabling stakeholders to assess portfolio health in under 60 seconds.
New Drug Market Evaluation
Problem
A framework was needed to demonstrate how to assess the commercial viability and strategic fit of a novel drug candidate using public data.
Solution
A strategic business case template was developed to analyze market size, competitive landscapes, and clinical data using public information.
Impact
The framework showcases a standardized, data-driven process for evaluating market opportunities and informing strategic planning.
R&D Project Viability Presentation
Problem
Needed to secure internal stakeholder buy-in for a promising R&D project by showcasing its scientific merit and market potential.
Solution
An interactive presentation translating complex clinical trial data into a compelling business case, highlighting the project's efficacy and strategic fit.
Impact
Successfully aligned key stakeholders and secured budget by clearly articulating the commercial opportunity based on the team's research.
ReTEX: EU Circular Economy Strategy
Problem
Tasked to develop a strategic concept for a potential EU-funded project focused on creating a circular economy for textiles.
Solution
A formal proposal for "ReTEX," a platform to connect stakeholders and ensure full traceability in the textile lifecycle.
Impact
Provided a viable strategic framework that was used as a basis for a multi-partner grant application to the EU.
Internal HR Management App
Problem
Manual, paper-based HR workflows for payroll, employee records, and performance reviews were inefficient and error-prone.
Solution
A custom, full-stack application to digitize and automate core HR processes, including a central employee database and performance tracking.
Impact
Streamlined HR operations, reducing administrative workload by 30% and eliminating data entry errors.
Contract Administration Hub
Problem
Decentralized contract tracking led to missed renewal dates, compliance risks, and inefficient supplier management.
Solution
A central application to create, track, manage, and receive alerts for the entire contract lifecycle.
Impact
Eliminated manual tracking effort and improved contract compliance, mitigating legal and financial risks.
Clinical Trial Site Selector
Problem
Selecting optimal sites for clinical trials was a slow, manual process based on outdated information, leading to delayed recruitment.
Solution
A data-driven application to analyze geographic, demographic, and historical performance data for potential trial sites.
Impact
Improved patient recruitment efficiency by helping to identify and prioritize high-performing clinical trial sites.
HR Self-Service Portal
Problem
HR processes were fragmented, causing confusion for employees and heavy workloads for HR staff.
Solution
A centralized self-service portal to standardize policy access, automate forms, and streamline approval workflows.
Impact
Reduced HR ticket volume and improved employee experience by creating a single source of truth for HR tasks.
People Analytics Dashboard
Problem
HR data on turnover, compensation, and performance is fragmented, making it hard to spot trends or risks.
Solution
A centralized dashboard providing a real-time, unified view of key HR metrics and workforce analytics.
Impact
Enables data-driven decisions on talent management, leading to improved employee retention.
Biotech Asset Valuation Modeler
Problem
Complex biotech cases are difficult for non-specialists to understand, as risk-adjusted value lives in separate files.
Solution
An interactive valuation dashboard unifying rNPV, PoS, and market rationale in one navigable, multilingual interface.
Impact
Enabled faster, clearer decisions by showing at-a-glance outcomes (rNPV €12.3M) anchored to key assumptions.
Lab Integrity Challenge
Problem
Passive, slide-based GLP/GMP refreshers fail to ensure comprehension or provide auditable proof of completion.
Solution
An interactive micro-simulation app that guides users through lab choices, quizzes them, and generates a trackable, customized completion certificate. It can be widely used across different applications.
Impact
Improves engagement and creates a defensible training record, giving QA and HR verifiable proof for audits across various applications.
360° Out-Licensing & Diligence Hub
Problem
Out-licensing partners need a unified view of a drug's MoA, market, risks, and financials for efficient diligence.
Solution
A 360° partner-facing dashboard organizing all key diligence data (market, finance, clinical) with language toggles for seamless review.
Impact
Enables crisper evaluations and shorter diligence cycles by framing a partnership ask with clear financial data.
Project Financing Proposal
Problem
Financing memos often bury key information, forcing reviewers to hunt for the funding request and repayment logic.
Solution
A lender-ready dashboard that front-loads the funding request (€45.3M) and ties it to clear milestones and risk mitigations.
Impact
Drives faster credit decisions by stating the ask, use of funds, and a supporting rNPV of €1.061B.
Oncology Asset Strategy & Valuation
Problem
Translating early scientific differentiation into a financial case requires connecting MoA, unmet need, and market value.
Solution
A portfolio-style dashboard interlocking an executive summary with financials, licensing scenarios, and market data.
Impact
Fosters better prioritization by showing how assumptions drive valuation (rNPV €15.5M, Peak Sales €750.8M).
Scientific Data Analysis Dashboard
Problem
Communicating a diagnostic's value to a mixed audience is challenging without a single, clear narrative.
Solution
A concise, multilingual dashboard framing the product's highlights, utility, market, and roadmap, labeled as illustrative.
Impact
Speeds comprehension for non-experts by presenting a clear story while managing data fidelity expectations.
Investor Relations Dashboard
Problem
Investor updates for frontier oncology can be complex, making it hard to absorb intersecting data.
Solution
An interactive, tabbed investor view that scaffolds the narrative from problem to valuation with language switching.
Impact
Creates stronger signal-to-noise for investors by showing base-case outcomes and key assumptions clearly.
Interactive Sales & Marketing Dashboard
Problem
Public company snapshots are often static and quickly become outdated, leaving investors without a single source of truth.
Solution
A compact investor microsite that combines an executive summary, market data, and financials in a live format.
Impact
Allows investors to quickly calibrate the company's stage and runway with at-a-glance financials like cash and burn rate.
Dynamic Project Valuation Tool
Problem
Static valuation memos discourage what-if exploration and make sensitivity logic opaque to non-financial stakeholders.
Solution
An interactive narrative pairing the story of a project with its numbers, guiding users through assumptions and outputs.
Impact
Drives faster, more informed decision cycles by showing how qualitative and quantitative inputs combine into an investment case.
Portfolio Investment Dashboard
Problem
Corporate dashboards often fragment the strategic narrative, splitting milestones, financials, and market data across different views.
Solution
A unified, portfolio-style company view with clear tabs for each data slice, designed to be read like a cohesive, living brief.
Impact
Sharpens alignment between teams and stakeholders by presenting a single, up-to-date narrative.
Central Operations Hub
Problem
Multi-location operators suffer from "data blindness" — metrics update asynchronously, creating hidden profit leaks.
Solution
A role-aware command center that centralizes real-time data, provides actionable alerts, and standardizes reporting.
Impact
Enables quicker interventions and more consistent execution by providing a single source of truth for sales and performance.
RadioTrack Pro: Isotope Inventory
Problem
Tracking imaging studies via spreadsheets and email leads to delays, inconsistent data, and poor visibility across sites.
Solution
A purpose-built study tracker to centralize timelines, QC, and DICOM handling, enforcing process consistency.
Impact
Leads to fewer late reads and cleaner compliance data, streamlining the entire imaging study workflow.
Finsight: Automated Financial Reporting
Problem
Finance teams need a single source of truth to reconcile data, model scenarios, and present live insights to other departments.
Solution
A concept for a consolidated finance dashboard, combining a data warehouse with live views for close, cash flow, and forecasting.
Impact
Aims to enable faster closes and more credible financial plans by replacing scattered spreadsheets with a unified platform.
Company Portfolio Overview
Problem
Leadership needs a real-time, high-level overview of performance across all business units to make informed strategic decisions.
Solution
A centralized dashboard consolidating key metrics from various departments to provide a unified view of the entire company portfolio.
Impact
Enables faster, data-driven strategic planning and resource allocation by offering a clear snapshot of a_ll business health.
Conference Presentation: Strategic Insights
Problem
Communicating complex data and strategic recommendations to a diverse conference audience requires a clear and engaging narrative.
Solution
A polished presentation designed for a conference, translating in-depth analysis into a powerful story with clear visuals.
Impact
Effectively conveyed the core message, sparking discussion and reinforcing thought leadership in the subject area.
Team Directory
Problem
Finding employee contact information and understanding team structures is difficult in a growing organization with disconnected systems.
Solution
A centralized, searchable team directory application that provides easy access to employee profiles, contact details, and reporting lines.
Impact
Improved internal communication and collaboration by making it simple for anyone to find and connect with colleagues.