Technical Founder & Lead EngineerSystem ArchitectureFull-Stack DevelopmentPerformance Optimization...
Technical Founder & Lead Engineer
Conception and development of a cloud-native BIM platform (Building Information Modeling) for the digitalization of renovation processes.
Architected a synchronized 2D/3D engine utilizing React, Three.js, and Django; optimized API performance from 1000ms to <90ms via in-memory caching and ORM tuning.
Implementation of a highly efficient "AI-Native" development pipeline: Creation of over 36,000 lines of production-ready code with ~85% test coverage.
Authored technical design documents (RFCs) and PRDs to align cross-functional teams (Finance, Sales, Dev) on data infrastructure migrations.
System ArchitectureFull-Stack DevelopmentPerformance OptimizationDjangoReactThree.jsPostgreSQLAWSStripe
7 years
2019-04 - now
Data infrastructure transformation
Senior BI Engineer/ Product OwnerData EngineeringRevenue Operations (RevOps)KPI Strategy...
Senior BI Engineer/ Product Owner
Transformation of data infrastructure through automation: Consolidation of over 20 heterogeneous data sources to eliminate error-prone manual workflows.
Strategic consulting for management through the development of internal reporting structures and provision of technical solutions for operational bottlenecks.
Product Owner for central BI tools: Responsibility for rollout, requirements management, and continuous data quality improvement.
Execution of deep-dive analyses to derive actionable insights.
Data EngineeringRevenue Operations (RevOps)KPI StrategyAgile Product OwnershipTableauQlikDatoramaSQLCRM (Salesforce/HubSpot)
Azerion DACH (previously madvertise)
Berlin
7 years 7 months
2011-10 - 2019-04
Automated Reporting & Analytics Framework
Senior Data Analyst (ab 11/2015)Data ModelingStatistical AnalysisReporting Automation...
Senior Data Analyst (ab 11/2015)
Development of tailored BI tools in R/Shiny for internal use.
Creation of automated reporting templates using VBA macros.
Construction and maintenance of the MySQL-based reporting structure and connection of new data sources.
Data ModelingStatistical AnalysisReporting AutomationR/ShinyMySQLVBAExcel
plista GmbH
Berlin
Aus- und Weiterbildung
Aus- und Weiterbildung
2 years 1 month
2013-10 - 2015-10
Business Informatics
HWR Berlin
HWR Berlin
2 years 1 month
2011-01 - 2013-01
Economics
Vocational Diploma, Academy for International Education
14 years experience. Translating complex datasets into actionable strategy and KPI-driven roadmaps.
System Architecture
Architected full-stack cloud-native SaaS platforms. End-to-end responsibility from DB schema to frontend scaling.
Revenue Operations (RevOps)
Strong focus on GTM funnel optimization, data pipeline automation, and cross-functional workflow alignment.
Produkte / Standards / Erfahrungen / Methoden
Agile Product Ownership
Certified/Experienced PO. Managed cross-functional teams, roadmap prioritization, and stakeholder communication.
Cloud Infrastructure (AWS)
Hands-on experience with S3, deployment, and Docker-based CI/CD pipelines.
Business Intelligence (Tableau, Qlik)
Building "Source of Truth" reporting architectures for corporate environments.
Docker
CI/CD
I am a hybrid technical leader who bridges the gap between high-level business strategy and hands-on engineering. My core strength lies in translating complex market and data requirements into scalable technical architectures.
Whether I am acting as a Technical Product Manager to define a product vision, a Senior Product Engineer to architect 3D/SaaS solutions (React, Django, Three.js), or a Data & Analytics Lead to build 'source of truth' reporting architectures?my focus remains on delivering high-impact, data-driven outcomes.
I thrive in remote, async-first environments where I can take full ownership of the end-to-end product lifecycle, from initial user research and prototyping to architectural design and production-ready implementation.
PROFILE
Strategic technology leader with 14 years of experience at the intersection of Full-Stack Engineering, Data Infrastructure and Business Intelligence.
Proven track record of architecting complex SaaS solutions from conception to production, specializing in high-performance React/ Three.js environments and scalable Django backends.
Expert in replacing manual, error-prone processes with automated, algorithmic systems (Digital Twins/ Dynamic Rule Engines)
Deeply product-minded engineer with experience managing cross-functional stakeholders and authoring enterprise-grade technical documentation (RFCs/PRDs)
Methodology: System Architecture, Performance Optimization, Digital Twin Design, AI-assisted Software Engineering, Agile Product Ownership, Algorithmic System Design & Dynamic Rule Engines
Business Intelligence: Tableau, Qlik, Datorama (purchased by Tableau), Google Data Center
Programmiersprachen
Python
JavaScript / TypeScript
SQL
Three.js
React
Datenbanken
PostgreSQL
MySQL
Redis
Controlling
Data Modeling / Revenue Strategy
Expertise in mapping complex B2B buyer journeys and financial workflows into automated KPI dashboards.
Branchen
Branchen
SaaS (B2B): Deep experience in product development and data infrastructure for cloud-based platforms.
PropTech: Expertise in BIM, digital twin technologies, and renovation lifecycle management.
Fintech: Background in revenue operations, financial reporting, and secure B2B billing workflows.
AdTech: 10+ years in digital advertising data modeling, funnel optimization, and high-volume data processing.
Legal Tech: Focus on workflow automation, document management, and AI-assisted professional services.
Einsatzorte
Einsatzorte
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
1 year
2025-04 - now
Spatium (PropTech Digital Twin Platform)
Technical Founder & Lead EngineerSystem ArchitectureFull-Stack DevelopmentPerformance Optimization...
Technical Founder & Lead Engineer
Conception and development of a cloud-native BIM platform (Building Information Modeling) for the digitalization of renovation processes.
Architected a synchronized 2D/3D engine utilizing React, Three.js, and Django; optimized API performance from 1000ms to <90ms via in-memory caching and ORM tuning.
Implementation of a highly efficient "AI-Native" development pipeline: Creation of over 36,000 lines of production-ready code with ~85% test coverage.
Authored technical design documents (RFCs) and PRDs to align cross-functional teams (Finance, Sales, Dev) on data infrastructure migrations.
System ArchitectureFull-Stack DevelopmentPerformance OptimizationDjangoReactThree.jsPostgreSQLAWSStripe
7 years
2019-04 - now
Data infrastructure transformation
Senior BI Engineer/ Product OwnerData EngineeringRevenue Operations (RevOps)KPI Strategy...
Senior BI Engineer/ Product Owner
Transformation of data infrastructure through automation: Consolidation of over 20 heterogeneous data sources to eliminate error-prone manual workflows.
Strategic consulting for management through the development of internal reporting structures and provision of technical solutions for operational bottlenecks.
Product Owner for central BI tools: Responsibility for rollout, requirements management, and continuous data quality improvement.
Execution of deep-dive analyses to derive actionable insights.
Data EngineeringRevenue Operations (RevOps)KPI StrategyAgile Product OwnershipTableauQlikDatoramaSQLCRM (Salesforce/HubSpot)
Azerion DACH (previously madvertise)
Berlin
7 years 7 months
2011-10 - 2019-04
Automated Reporting & Analytics Framework
Senior Data Analyst (ab 11/2015)Data ModelingStatistical AnalysisReporting Automation...
Senior Data Analyst (ab 11/2015)
Development of tailored BI tools in R/Shiny for internal use.
Creation of automated reporting templates using VBA macros.
Construction and maintenance of the MySQL-based reporting structure and connection of new data sources.
Data ModelingStatistical AnalysisReporting AutomationR/ShinyMySQLVBAExcel
plista GmbH
Berlin
Aus- und Weiterbildung
Aus- und Weiterbildung
2 years 1 month
2013-10 - 2015-10
Business Informatics
HWR Berlin
HWR Berlin
2 years 1 month
2011-01 - 2013-01
Economics
Vocational Diploma, Academy for International Education
14 years experience. Translating complex datasets into actionable strategy and KPI-driven roadmaps.
System Architecture
Architected full-stack cloud-native SaaS platforms. End-to-end responsibility from DB schema to frontend scaling.
Revenue Operations (RevOps)
Strong focus on GTM funnel optimization, data pipeline automation, and cross-functional workflow alignment.
Produkte / Standards / Erfahrungen / Methoden
Agile Product Ownership
Certified/Experienced PO. Managed cross-functional teams, roadmap prioritization, and stakeholder communication.
Cloud Infrastructure (AWS)
Hands-on experience with S3, deployment, and Docker-based CI/CD pipelines.
Business Intelligence (Tableau, Qlik)
Building "Source of Truth" reporting architectures for corporate environments.
Docker
CI/CD
I am a hybrid technical leader who bridges the gap between high-level business strategy and hands-on engineering. My core strength lies in translating complex market and data requirements into scalable technical architectures.
Whether I am acting as a Technical Product Manager to define a product vision, a Senior Product Engineer to architect 3D/SaaS solutions (React, Django, Three.js), or a Data & Analytics Lead to build 'source of truth' reporting architectures?my focus remains on delivering high-impact, data-driven outcomes.
I thrive in remote, async-first environments where I can take full ownership of the end-to-end product lifecycle, from initial user research and prototyping to architectural design and production-ready implementation.
PROFILE
Strategic technology leader with 14 years of experience at the intersection of Full-Stack Engineering, Data Infrastructure and Business Intelligence.
Proven track record of architecting complex SaaS solutions from conception to production, specializing in high-performance React/ Three.js environments and scalable Django backends.
Expert in replacing manual, error-prone processes with automated, algorithmic systems (Digital Twins/ Dynamic Rule Engines)
Deeply product-minded engineer with experience managing cross-functional stakeholders and authoring enterprise-grade technical documentation (RFCs/PRDs)