Learning Architecture · ICT Procurement
Professional Learning.
Training selected to support operational activities in ICT procurement, cloud cost evaluation and vendor management.
Each course was chosen to improve decision-making in active procurement contexts: renewals, TCO analysis, sourcing and IT spend control.
↻ Updated: May 2026 · In progress: Pricing Strategy (IE Business School) Focus Areas
- ICT Procurement
- Cloud Economics
- FinOps & Cost Control
- Vendor Evaluation
- Data Analytics
- Applied AI
37
Courses completed · 2007–2026
19+
Years in ICT procurement
Procurement & Vendor Strategy 7 courses ▾
Sourcing Strategy & Contracting
Multi-criteria vendor evaluation with TCO approach and structured negotiation.
Definition of RFP and selection frameworks for enterprise ICT suppliers.
Makes purchasing decisions more documented and traceable for management.
Category management and strategic supplier segmentation.
SLA definition and ICT contract structuring.
Sourcing governance based on measurable criteria.
Operations & Ecosystem
- 2025Supply Chain Management — Rutgers the State University of New Jersey
- 2025Sustainable Supply Chains — University of Virginia Darden School Foundation
- 2025Demand Analytics — Rutgers the State University of New Jersey
- 2025Salesforce Sales Operations — Salesforce & Pathstream
- 2023Business Analysis for Project Management: Practices for Early Project Stages — Skillsoft
Cloud & ICT Economics 4 courses ▾
FinOps & Cost Governance
FinOps model for cloud cost allocation, chargeback and multi-vendor spend control.
SaaS/IaaS contract governance with focus on renewal inefficiencies.
Structures IT cost analysis in a format readable by CFO and procurement.
Cloud IaaS/PaaS/SaaS architectures and their impact on purchasing models.
Analysis of SLA, pricing and exit clauses in enterprise contracts.
Reduces information asymmetry in negotiations with cloud vendors.
Cloud Architecture & Contracting
FinOps model for cloud cost allocation, chargeback and multi-vendor spend control.
SaaS/IaaS contract governance with focus on renewal inefficiencies.
Structures IT cost analysis in a format readable by CFO and procurement.
Cloud IaaS/PaaS/SaaS architectures and their impact on purchasing models.
Analysis of SLA, pricing and exit clauses in enterprise contracts.
Reduces information asymmetry in negotiations with cloud vendors.
- 2024Best Practices for Digital Transformation — Skillsoft
- 2021Leading Digital Transformation — Ericsson
Decision Intelligence & Analytics 7 courses ▾
Financial Modeling & Analytics
Financial analysis applied to IT investments and multi-year contracts.
TCO modelling for budget support and procurement decisions.
Used in capex planning and vendor evaluation requiring structured economic analysis.
Dashboard and data analysis with SQL and BI tools.
Continuous monitoring of contractual KPIs and IT spend.
Introduction of data-driven logic into vendor evaluation processes.
Business Intelligence
PL-300: Power BI for Data Analysis
Skillsoft
2023
Data modelling and operational dashboard building in Power BI.
IT spend tracking, vendor performance and budget variance monitoring.
BI integration in procurement decision-making and CFO reporting.
- 2024Data Literacy for Business Professionals — Skillsoft
- 2023Google Data Journalism — Google News Initiative
- 2023Business Reporting: Getting Started with Power BI Desktop for Data Analysis — Skillsoft
- 2020From Data to Data Science — Ericsson
AI & Workflow Automation 3 courses ▾
AI Applied to Procurement
Introduction to Generative AI
Google Cloud
2024
Understanding of generative models and their limits in enterprise contexts.
AI applications for contract analysis, negotiation support and document review.
Foundation for AI integration in procurement and analytics workflows.
AI Foundations: Prompt Engineering with ChatGPT
Arizona State University for Coursera
2024
Prompt engineering techniques for effective LLM interaction in professional contexts.
Applied to RFP drafting, contract summaries and negotiation brief generation.
Foundation for automating repetitive tasks in procurement and reporting.
AI Governance & History
- 2021DT Upskill: Artificial Intelligence and Machine Learning — Ericsson
Execution & Systems Foundations 5 courses ▾
Operational Methodologies
- 2024Learn to Code with AI — Scrimba for Coursera
- 2023BCSS-Automation-Fundamental Level Assessment — Ericsson
- 2023Six Sigma Project Management Essentials — Skillsoft
- 2023Agile for Software Development: Lean, Agile, & Scrum Methodologies — Skillsoft
- 2022Communication/Six Step Model — Ericsson
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Operational Toolkit
A suite of applied procurement applications: FinOps tracking, ICT spend analysis, TCO modeling and vendor evaluation systems — built from real procurement operations and data workflows.