I help businesses deliver technical and market insight consultations
in areas of automotive, e-mobility, semiconductor and power electronics industries as well as startups and other industries — by leveraging corporate and startup experience across different functions.
Services
How we can work together
Flexible cooperation options, from expert calls on insight networks to longer-term strategic consulting or project collaborations.
Expert Insights Network Consulting
On-demand consultations
I help management consultancies, investment firms, VCs, hedge funds and other businesses providing insights into automotive, e-mobility, semiconductor, power electronics, energy and other industries.
Long-term Advisory & Part-time Project Engagements
Extended consulting
I'm open to direct engagements for longer-form advisory, fractional roles and part-time project execution. In-depth technical analysis, market research and technology assessment.
Human Intelligence — AI Training
Training and validation
I contribute to AI development through human intelligence platforms by supporting with my real expertise to ensure high-quality outcomes in specialized domains requiring expert knowledge.
Expert Insights
Expert Insights Network Consulting
On-demand consultations
I help management consultancies, investment firms, VCs, hedge funds and other businesses providing insights into automotive, e-mobility, semiconductor, power electronics, energy and other industries.
If your firm already works with any of these expert networks, request me through their usual workflow to provide on-demand insights according to your need.
Areas I cover
Expert networks I work with
Project Engagements
Long-term Advisory and Part Time Project Engagements
Extended consulting
I'm also open to direct engagements for longer-form advisory, fractional roles and part-time project execution.
In-depth technical analysis, market research, and technology assessment. Multi-week engagements for comprehensive strategic insights and ongoing advisory relationships.
What I deliver
- In-depth technical analysis
- Market research & technology assessment
- Multi-week engagements for comprehensive strategic insights
- Ongoing advisory relationships
- Fractional roles & part-time project execution
Direct engagement
Reach out directly or find me on the following platforms:
Human Intelligence
Human Intelligence — Training and validation
Training and validation
I contribute to AI development through AI model validation and training on human intelligence platforms by supporting with my real expertise to ensure high-quality outcomes in specialized domains requiring expert knowledge and real expert input.
Available and worked with
Training
Supporting AI systems with structured expert input and domain-specific judgment.
Validation
Reviewing outputs, checking reasoning quality and identifying weak or incorrect responses.
Verification
Helping improve reliability in specialized topics where accuracy and context matter.
Training: How to Join Expert & AI Platforms
A planned resource for professionals who want to understand consultation-based expert work.
A dedicated resource is planned for professionals who want to learn how expert networks and AI human intelligence platforms work, how to prepare a strong expert profile, and how to approach consultation opportunities professionally.
Request guidanceExpert network basics
Profile positioning
Consultation preparation
AI training platforms
Compliance and professionalism
Real project experience across expert networks
Selected consultations and market studies delivered for leading investment firms, consulting companies, and corporate strategy teams.
Expert consultations
Completed across leading expert networks
Project engagements
Extended advisory and research projects
AI validation projects
Human intelligence contributions
Automotive & (E) Mobility · Battery & BMS · Semiconductor & Power Electronics · Energy & Infrastructure · Testing & Compliance · Startups & Scaleups
About
Deep industry experience meets entrepreneurial drive
I bring extensive experience from leading technology companies in automotive and semiconductor industries. Previously at Infineon Technologies Austria and AVL List GmbH, my career spans development engineering, test and verification, application engineering, product management, and systems engineering.
Corporate Experience
2021 – 2023
Infineon Technologies Austria
Staff System Application Engineer
Power semiconductors, automotive electronics, development and application engineering.
2017 – 2021
AVL List GmbH
Application Manager / Development Engineer
Powertrain development, testing and validation, systems engineering.
Ventures
Areas of Expertise
Contact
Start a conversation
For expert consultations, technical advisory, AI validation or selected long-term engagements.