02.06.2026 aktualisiert

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60 % teilweise verfügbar

AI Transition Architect

Winterthur, Schweiz
Winterthur +100 km
MSc, Wirtschaftsinformatik
Winterthur, Schweiz
Winterthur +100 km
MSc, Wirtschaftsinformatik

Über mich

Senior AI engineering and transformation specialist at the intersection of deep technical capability and organizational systems thinking. 15+ years spanning ML platform architecture, information retrieval, agentic AI, and enterprise transformation. Working with both C-suite and engineering teams.

Skills

AI AgentsBig DataCloud-EngineeringMachine LearningAzure Machine LearningSolution ArchitectureLarge Language ModelsGenerative AICoaching und MentoringMachine Learning Operations
Machine Learning & AI
Expertise in machine learning, artificial intelligence and advanced analytics with focus on Azure ML, Palantir Foundry, and large language models (LLMs).

Solution Architecture
Design and implementation of AI solutions including Azure ML platforms, Elasticsearch-based search engines, and information retrieval systems handling millions of documents.

Agent-Based Modeling
Development of complex, adaptive market models using agent-based modeling techniques for financial markets and resource management simulations.

Cloud Technologies
Implementation of Azure DevOps, GPUs and AKS for model hosting with experience in platform/cloud engineering for analytics use cases.

Data Science & Analytics
Big data architecture, text mining solutions, and information retrieval with expertise in DataOps and MLOps best practices.

Team Leadership
Management of technical teams with focus on coaching, mentoring, and project portfolio management in AI and analytics domains.

Customer Engagement
Building sustainable client relationships, conducting AI maturity assessments, and delivering AI strategy workshops for organizational transformation.
 

Erfahrung

Berufserfahrungmehr als 10 Jahre
Freelancer seit2025

Sprachen

DeutschMutterspracheEnglischverhandlungssicherFranzösischGrundkenntnisse

Projekthistorie

AI Trainer & Consultant

AI Bridge
Training & Consulting: AI-Strategy, organizational transformation (tech & business perspective)

AI Transition Architect

F. Kostadinov & Network
AI trainings for technology specialists and managers. AI use case identification, design and implementation. AI maturity and ambition assessments.

Senior Consultant

Acrea
IT Management Consultancy

Product Owner ML Engineering Solutions

Swiss Re
Product owner and team lead for two teams in machine learning, artificial intelligence, and platform/cloud engineering for analytics use cases. Established Azure ML as analytics platform including Azure DevOps integration, GPUs and AKS for model hosting. Achieved cost savings of ~768,000 EUR per year through VM migration to Azure ML.

Head Information Retrieval Solutions

Swiss Re
Headed a team of software engineers and data scientists in big data, information retrieval, natural language processing & understanding, document processing. Product ownership of an Elasticsearch-based document search engine for 8 applications indexing and serving >600m documents.

Analytics Solutions Engineer

Swiss Re
Architecture, design and implementation of big data, information retrieval and text mining solutions. Project management for data science and big data projects. Solution design and project lead for implementation of a text search engine for >12m claim documents based on Elasticsearch, Kafka and Akka.

Researcher, Co-Founder and Partner

AVACO AG
Co-founder of a startup with a business model based on complex, adaptive financial market models using agent-based modelling techniques. Provided studies on market development based on model predictions for Swiss financial industry clients and created derivative financial products for individual investors.

Scientific Programmer

Eidg. Forschungsanstalt WSL
Developed an agent-based market model for the Swiss timber market to simulate wood availability as a renewable energy source. Development of an Excel AddIn with .NET VSTO to estimate timber harvesting productivity using k Nearest Neighbours algorithm.

IT Specialist

IBM
Implementation of a financial tax management software for several Swiss cantons. Software architecture and engineering with Java Enterprise Edition, Spring, Hibernate, Websphere Application Server and Java Server Pages.

Frontend Engineer

Mission Aviation Fellowship
Humanitarian work as a civil servant in Dodoma (Tanzania). Development of an interactive website using .NET technologies.

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