Eduard H Dr van Kleef
K.I. Spezialist
Experience
Tech Lead Kundenbasisdokumentation Automatisierung
Project management, project planning (project structure plan, project organization), guiding employees, requirements engineering, customer discussions, documentation, API definition & contract, sales & offer preparation, customer workshop preparation & execution, pricing, change requests, implementation, subcontractor management, interface coordination, test technology & program. Technologies: TypeScript, Vue, Azure Web App, PostgreSQL, JavaScript, Node.JS, GCP (Google Cloud Platform)
Befähigung / Support bei praktischer Verwendung von K.I.
Workshop on introduction to AI in general and typical applications in the industry.
Tech Lead / CTO für K.I. Chatbot Startup
Project management, requirement analysis, project structure planning, project sequencing, management & sales. Directing developers, project sizing, scoping, calculation, Jira administration. Management consulting on economic applications of chatbots and generative AI. Strategy/development lead: MVP concepts, testing, sprint planning, developer management (on-shore/near-shore). Prototype development, DevOps; CI/CD, AI backend setup: architecture/chatflows, document uploads/retrieval algorithms, website crawling, embedding and storage in vector database, database queries testing. Cloud implementation: GCP, Git, GitHub Actions, React.js. First exposure to: barrier-free software, text-to-speech, avatars, AnythingLLM, Tailwindcss, Grafana, Next-React-JavaScript stack, TypeScript, npm, Rest APIs, API calls, Microsoft Azure admin, Render.com, monorepos vs. polyrepos, Pytorch, BigQuery, Figma, Apache Kafka, LangChain, embeddings, Pinecone, Vectara, JavaScript, Scrapy, Huggingface, Ansible, Artifactory
Business Analyst / Stv. Product Owner
Data Warehouse Migration/Technology Transformation: Business analysis for migration Teradata -> Snowflake. Enablement of business departments, test accompaniment, risk identification, Data Mesh concept introduction. Agile project management; product ownership support, team leader. Coordination with external service providers; servant leader role. User stories/epics and their deployment. Interface between departments, securing communication and coordination. Tools: Kanban, JIRA + JQL, Confluence, Cloud Services: Snowflake Cloud DWH First exposure to: SAS, Teradata, Visual Studio, MS .Net, Windows Server, SSL/TLS certificates, Data Mesh architecture, Microstrategy, Microsoft BI-stack, GCP, Kafka, Terraform
Data Scientist / Data Engineer
Development of a data pipeline: Concept, operation and further development of ETL paths, data transformation/supplementation with AI methods, data consolidation in Snowflake Cloud DWH, code modularization and packaging, process automation. Predictive Marketing and time series transformation through AI methods, application of ETL, DWH, and API techniques for automated data exchange. Visualization and presentation of results.
Product Owner / K.I. Architekt
Leading the development of an AI-based text analysis system for a Swiss universal bank as a core investor/leadership team member. Product ownership, architectural design, project technical direction. Interface and permission concept design, advanced training data handling, developer supervision (Ukraine). Code revision for frontend, backend, AI core. Presentation and customer alignment. Tech: Python, AI: NLP, Convolutional Neural Networks, DevOps: Docker/Microservices.
Business Analyst / Requirements Engineer / Data Scientist
Key performance indicator (KPI) analysis for IT security head. Business analysis through interviews, visual mock-ups/prototypes, Tableau dashboard development on MS Windows, automated report creation, metrics presentation. Tools: Tableau, Data Warehouse, JIRA, Confluence.
Datenanalyst / Data Scientist
Feasibility study/proof of concept for predictive maintenance for a testing organization. Database analysis/data mining, data quality assessment, elimination of outliers, further data cleaning, data parameter investigation, Python scripting, data consolidation, analysis, and presentation.
Analysis of Orders and Sourcing Contracts
Telecommunications sector: Procurement for a country branch of a large international corporation. Analysis of 100,000 orders and multiple hundred contracts using Excel/PowerPoint VBA. Automated PowerPoint report creation from Excel tables. Data Science/Analysis: Data collection, cleaning & consolidation, exploratory data analysis (EDA), visualization, result presentation. Tools: Excel and PowerPoint VBA.
Summary
Ich habe in Deutschland Betriebswirtschaft, in den Niederlanden Informatik und Physik studiert und in Großbritannien promoviert. Seit 1995 bin ich hauptsächlich in Deutschland tätig, sowohl als Managementberater als auch in leitenden Positionen bis hin zum Vice President.
Seit 2015 widme ich mich als IT-Freelancer der erfolgreichen Unterstützung und Leitung zahlreicher IT-Projekte in diversen Bereichen, darunter Entwicklung künstlicher Intelligenz, Datenmigration und Datenanalyse. Meine Stärke liegt in der einzigartigen Kombination folgender Fähigkeiten:
- Praktische Erfahrung im Bereich der künstlichen Intelligenz mit umfassenden Kenntnissen im maschinellem Lernen und generativen KI-Systemen
- Tiefgehende Expertise in der Managementberatung, welche die effektive Integration von KI-Technologien in Unternehmensstrategien ermöglicht
- Solides Verständnis der für die Implementierung von (KI-)Anwendungen notwendigen IT-Infrastrukturen
Diese Synergie aus technischem Know-how und Managementkompetenz ermöglicht es mir, innovative KI-Lösungen zu entwickeln und umzusetzen, die den komplexen Anforderungen moderner Unternehmen entsprechen.
Privat bin ich verheiratet, Vater von vier erwachsenen Kindern und lebe in Frankfurt am Main.
Languages
Education
Betriebswirtschaft · Germany
Dipl-Phys. · Informatik und Physik · Nijmegen, Netherlands
Certifications & licenses
Udacity Nanodegree Machine Learning Engineer
Udacity
Udacity Nanodegree Natural Language Processing
Udacity
Amazon Web Service / Cloud Practitioner
Amazon
Tableau Specialist
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