Case Studies

Concrete projects with verifiable results. See how I've helped companies leverage AI and data to solve business challenges.

Process Automation & Efficiency

AI-powered solutions to automate business processes and boost operational efficiency.

AIAutomationEnterprise

AI Control Center for Business Processes

A large company lacked oversight of their interconnected business processes. Data was scattered across different systems, and problems were often noticed only when it was already too late.

Role: AI Architect & Lead AI-Engineer

Impact: >20% Faster operations

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AIReportingAutomation

AI-Based Reporting Automation

A finance team spent significant time each week manually compiling KPI reports from multiple data sources. The process was error-prone, and by the time reports were ready, the data was often already outdated.

Role: AI Engineer & Implementation Lead

Impact: >90% Time savings per week

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Platforms & Data Infrastructure

Scalable architectures and data platforms as the foundation for AI applications.

IoTMLOpsData

Scalable AI Platform Built on IoT Data

A manufacturing company had IoT sensors across dozens of machines but struggled to leverage this data for AI applications. Each machine type had different data formats, and there was no unified way to train or deploy ML models.

Role: Lead Data Scientist & AI Architect

Impact: >50% Faster model development

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Big DataEnergyEnterprise

Enterprise Portfolio System

An energy provider needed a central system for portfolio management of electricity, gas, and green certificates. The system was required to handle procurement control, hedging activities, and provide all relevant data for pricing, acquisition, business management, and planning.

Role: System Architect & Lead Developer

Impact: 12x Faster calculation (48h → 4h)

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