Ursula (Maria) Maria Mayer
Business Mentor
Experience
Business Mentor
RoleModel Rebels
- Mentor female students and professionals in advancing their careers, particularly as aspiring tech entrepreneurs.
Lecturer in Artificial Intelligence
HWZ Zurich University of Applied Sciences in Business Administration
- Teach business and tech leaders in various MBA and CAS programs, covering topics such as machine learning and generative AI in finance and controlling, AI in digital ethics, AI-driven business models and operations, operationalizing AI ethics, AI regulations, and auditing AI systems.
- Equip participants with the knowledge and tools needed to integrate AI solutions effectively and responsibly into their organizations.
Contributor to an Independent Audit of AI Systems
ForHumanity
- Contribute expertise in AI algorithms, AI ethics and AI management to help develop an Independent Audit of AI Systems for ForHumanity, a crowd-sourced non-profit organization.
Advisory Board Member for Responsible AI
KEY2BE.ME – Berufsorientierung im Netzwerk
- Consulted on the use of responsible AI from strategic, technical and ethical perspectives for equal opportunities in career orientation.
Advisory Board Member of the Entrepreneurship Group
Healthcare Businesswomen’s Association
- Advised HBA members on entrepreneurship.
AI Consultant, Entrepreneur & Founder
SCiFORM GmbH
Lead an award-winning company that offers technical, ethical, and strategic consulting services at the intersection of AI, Quantum Computing, and High-Performance Computing.
Provide consulting services in AI architecture, Data Science, ML Engineering, AI strategy, AI management, training and educational workshops, designing AI algorithms and numerical methods, and developing highly scalable distributed software solutions.
Work with freelancers and tech partners to provide customers with full end-to-end software solutions.
Selected consulting and development projects:
AI Architect & Senior ML Engineer for the Just Ask capability of Joule, an AI copilot and LLM agent for the Analytics Cloud at SAP.
AI Architect & Senior ML Engineer for LLM agents supporting several internal stakeholder groups at the Swiss Health Insurer Sanitas.
Interim Data Science Team Lead & AI Architect at the European E-commerce store Flaconi, Berlin, responsible for over 30 ML services.
AI Architect & Senior Data Scientist for a deep reinforcement learning service, Telefonica, München.
Data Science Team Lead for the privacy-by-design audio AI backend SyncStage in AWS, OpenSesame Media Inc., California.
Image processing algorithms for an AI-driven autonomous flight control software including GPU-parallelization, Daedalean, Zürich.
Optimization of two novel AI-based automatic energy trading solutions including MultiGPU+OpenMP parallelization, AXPO, Baden.
Lead Data Scientist and Senior Software Engineer (Mission Owner)
Adnovum AG
- Technical lead for the first AI-based continuous authentication & risk-detection component "nevisDetect" in the NEVIS security suite, deployed in many financial institutions and government offices in Switzerland and other countries.
- Communicate, collaborate and scope projects with stakeholders including the board, C-suite, customers, malware & network experts, and IT security scientists from ETH Zürich.
- Design and develop the adaptive context-aware authentication tool of nevisDetect for client-side and network layer data evaluation based on rules.
- Design and develop the continuous authentication and risk detection tool of nevisDetect using advanced machine/deep-learning and anomaly detection algorithms.
Computational Scientist and Senior Software Engineer
Fluxim AG, ZHAW
- Technical lead for the design and development of LAOSS, a novel software for large-area semiconductor device simulation used worldwide in the OLED and solar cell industries.
- Collaborate and scope projects with customers and OLED and solar cell scientists from academia and industry.
- Numerically develop a Finite Element Method for the simulation of large-area OLEDs and solar cells.
- Design a parallel HPC architecture for LAOSS and implement the numerics core.
- Design and develop a Mie Scattering Module in SETFOS.
- Contribute to several successful KTI and EU grants.
Fine Art Photographer
Fine Arts – Ursula Maria Mayer
- Exhibit fine art photography in Switzerland and abroad.
Research Computational Scientist
Institute of Environmental Engineering (IfU) at ETH Zurich
- Design, develop and extend the MPI & GPU-parallelized numerics core for the water resources management software "FreshWaterSupply" in collaboration with 4Dimensional GmbH.
- Numerically extend Finite Volume and Finite Element Methods for statistical modelling and multi-parameter optimization in groundwater flow, contaminant transport and multiphase flow for sustainable water resources management.
- Contribute to several successful EU and World Bank grants.
Research Scientist and Software Engineer
International Graduate School of CSE, TU München
- Numerically develop novel FSI-related Finite Element Methods for nano/micro-scale material simulations.
- Implement in a massively parallel multiphysics HPC code.
Research Computational Scientist
Institute of Environmental Engineering (IfU) at ETH Zurich
- Design, develop and extend the MPI & GPU-parallelized numerics core for the water resources management software "FreshWaterSupply" in collaboration with 4Dimensional GmbH.
- Numerically extend Finite Volume and Finite Element Methods for statistical modelling and multi-parameter optimization in groundwater flow, contaminant transport and multiphase flow.
- Contribute to successful EU and World Bank grants.
Research Assistant and Software Engineer
German Aerospace Center (DLR)
- Numerically develop a novel semi-implicit time-integration scheme for CFD aerodynamics simulations.
- Implement in the massively parallel DLR tau-code used widely in the European aerospace industry.
Managing Director & Co-founder
4Dimensional GmbH
- Design, develop and productize "FreshWaterSupply", a decision support software for ecologically and economically sustainable water resources management, jointly developed with the Institute of Environmental Engineering at ETH Zurich.
Summary
I support my clients in the development of production-grade responsible AI solutions with advanced algorithms and state-of-the-art AI engineering & infrastructure.
Skills
- Ai & Ml Libraries: Pytorch, Keras, Tensorflow, Huggingface, Scikit-learn, Xgboost, Langchain, Numpy, Scipy, Pandas, Etc.
- Big Data: Apache Spark Ecosystem, Airflow, Kafka, Hive And Further Apache Services
- Cloud Platforms: Aws Sagemaker And Further Aws Ml & Big Data Services, Ms Azure, Ms Azure Ml, Ms Azure Openai And Further Ms Azure Ml & Big Data Services, Gcp Ai Platform, Gcp Vertex Ai And Further Gcp Ml & Big Data Services
- Quantum Computing: Qiskit, Pennylane
- Programming: Python, C/c++ (Cuda, Mpi, Openmp, Stl, Boost, Opencv, ...), Java, Scala, C#, R
- Devops & Mlops: Aws Sagemaker Pipelines, Aws Codepipeline, Mlflow, Kubernetes, Docker, Gitlab, Cmake
- Software: Databricks, Mathematica, Matlab, Most Ides, Latex
Languages
Education
TU München
Master of Science in Computational Science and Engineering (CSE), passed with distinction and ranked first · Computational Science and Engineering (CSE) · Munich, Germany
ETH Zürich
Master of Science ETH in Civil Engineering, Culmann award for my master's thesis at the Center for Mechanics, ETH · Civil Engineering · Zürich, Switzerland
Gymnasium bei St. Stephan
Abitur (German Highschool Degree) · Augsburg, Germany
Certifications & licenses
IBM Qiskit ‑ Certificate of Quantum Excellence
IBM
Certificate in QuantumMachine Learning
NITheP
Profile
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