Adrian Calma
Product Owner with Data Science Background
Erfahrungen
Senior Consultant
DB Systel GmbH
Spearheading the development of MLOps and crafting the MLOps strategies, guiding the market exploration efforts wrt. to MLOPs, and managing requirements.
Product Owner
Signatrix GmbH
Product ownership for the loss-prevention products, while developing a completely new AI-based product for the supervision of the baked goods shelves.
Venture Developer
German Deep Tech Institute
In depth market research, including market size, market trends, and competition analysis for 6 potential business cases.
Postdoc-UNIKAT-Fellowship
University of Kassel
The Postdoc UNIKAT Fellowship sponsored by the B. Braun Melsungen AG for outstanding applied research at the University of Kassel allowed me to explore the precision farming market and proof the concept with one potential client.
CEO - Tech and Business Development
Annotly UG (haftungsbeschränkt)
Business development and implementation of a SaaS/mobile app solution for early plant disease detection.
Senior Machine Learning Engineer - Human-in-the-Loop
Signatrix GmbH
Implement active learning in combination with deep learning; management of the annotation team.
Co-Founder - CTO
HI darwin Inc.
Implementing the decision support model for evaluating early stage investment opportunities.
Co-Founder - CTO
vencortex UG (haftungsbeschränkt)
The areas of responsibilities were a combination of CTO/CEO, focused more on the technical part.
PhD Candidate - Active Machine Learning
University of Kassel
Development of active machine learning algorithms that take the uncertainty of the annotators into consideration. Writing grant proposals and publishing 24 peer-reviewed papers.
Zusammenfassung
Soft Skills
- Product Management and Ownership. Led cross-functional teams in the development and deployment of MLOps solutions, driving stakeholder alignment and prioritizing user stories for optimal product delivery.
- Team Lead. CTO and CEO startup experience with teams of up to 9 persons (tech, sales, and marketing).
- Mentoring and Consultancy. Technical guidance for the founders of iurCrowd, a Legal Tech Startup based in Berlin, on identifying resources and exploring development options for their MVP; spearheading the development of MLOps strategies and providing market exploration support for large German corporations.
Technical Skills
- Human-in-the-Loop (Active Learning). Longstanding experience with Human-in-the-Loop (Active Learning) approaches, including annotator management
- Machine Learning and Pattern Recognition. Comprehensive knowledge with projects in object and outlier detection, and classification
- Software Engineering (Python). Profound knowledge in the conception of software frameworks with realized applications in the areas of fintech and precision farming
- Development and Operations (DevOps). Multiple years of running python microservices in a cloud environment (deployment, containerization, etc.)
Sprachen
Ausbildung
University of Kassel
PhD in Computer Science · Computer Science · Kassel, Deutschland
University of Kassel
Master of Science in Computer Science · Computer Science · Kassel, Deutschland
University of Kassel
Bachelor of Science in Computer Science · Computer Science · Kassel, Deutschland
Zertifikate & Bescheinigungen
Certified SAFe® 6 Agilist
Professional Agile Leadership™ - Evidence-Based Management™ (PAL-EBM)
Professional Scrum Product Owner™ II (PSPO II)
Professional Scrum Product Owner™ I (PSPO I)
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