Technology:
- From 2017 I specialized on applied artificial intelligence for industry applications with image and timeseries data
- In addition, for the past 15 years I have held various roles in IT such as software developer (python, Java, C++), IT security researcher, IT network engineer as well as data specialist, which enables me to provide comprehensive IT consulting services
- Implemented AI based multi-speaker separation algorithm (python, pytorch)
- Led project to identify and assess machine learning's potential and strategic benefits for a European energy supplier
- Led feasibility study to predict energy transport volumes through a Pan-European Gas Pipeline as a basis for operational planning and optimization using Artificial Intelligence (python, tensorflow, mlops)
- Designed, developed and deployed automated software for efficient bid selection in a time-critical, nonbiased, ?1 billion public procurement process (python, linear programming)
- Designed and implemented blood vessel tracking algorithm for guided radiation therapy using deep learning (python, tensorflow)
- Designed & implemented a fault detection algorithm for a chemical batch production process using PCA and deep learning (python)
- Designed & built a fault analytics dashboard for a hardware manufacturing process (c++, SQL)
- Implemented internet network traffic generation software for academic steganography research (python, linux, scapy)
- Designed a consultant-led agile project management system using Scrum methodology
Business Development & Innovation:
- With my background in management consulting, I have extensive experience in guiding innovation processes through ideation, validation, and prototyping
- This includes 'lean' testing of business concepts using qualitative and quantitative methods, the construction of comprehensive business case models as a basis for management decisions, and the creation of product prototypes with a minimum of resources
- Led ideation workshops (design-thinking)
- Assessed customer interest for innovative products through qualitative market research interviews
- Gauged market demand for innovative products quantitatively by utilizing performance marketing and landing page optimization
- Conducted comprehensive business case evaluations for AI investment projects, identifying highpotential areas of focus for maximum impact
- Developed a detailed financial model analyzing licensing and SaaS business models for an AI startup, projecting performance over a 6-year period
- Established key leading and lagging KPIs and developed a comprehensive tracking dashboard for performance monitoring
- Calculated a comprehensive business case for a waste heat recovery power plant, optimizing electricity generation from industrial processes
Professional career:
2022 - 09 ? 2023 - 01:
Place of Work: San Francisco, USA
Role: Founder
Customer: gladly on request