Cloud and Solutions Architect specializing in AI/ML, large-scale data systems, enterprise architecture, and international delivery.
Download CV (PDF) ↓Languages
- SpanishNATIVE
- EnglishPROFESSIONAL
- FrenchPROFESSIONAL
International Experience
Countries where I have delivered cloud, data, AI/ML, academic, and enterprise architecture initiatives.
Norway
Industrial AI, predictive maintenance, anomaly detection, cloud governance, and Azure architecture.
Europe · Industrial manufacturingHungary
Operational data platforms, industrial cloud initiatives, and reusable architecture patterns.
Europe · Manufacturing operationsFrance
Academic foundation in IT project management, international studies, and teaching activities.
Europe · Education and deliveryMexico
Enterprise architecture, ERP integration, data platforms, systems engineering, and multi-country operations.
North America · Enterprise systems- Norway
- Hungary
- France
- Mexico
Industry Experience
Approximate years of experience across industries and professional domains.
Growth Timeline
A period-based view of professional work and formal education. Vertical rails represent multi-year periods and parallel development.
Cloud Architect
Hydro · Azure architecture, industrial data platforms, governance, AI/ML initiatives.
Cloud & Data Architect
Boehringer Ingelheim · Azure, AWS, Databricks, forecasting, and recommendation systems.
Solutions Architect
AVON Cosmetics · Enterprise integration, ERP systems, DB2 MRP, and multi-country operations.
Master’s, IT Project Management
Université de Strasbourg · IT project management, governance, and international delivery.
M.Eng. Systems Engineering
UNAM · Systems thinking, enterprise systems, and analytical problem solving.
Computer Science Studies
Universidad de Guadalajara · Computing, software development, and information systems.
Teaching
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Serious Games Research
Research and article development on hands-on learning models for project management education, including ludic activity, classroom experimentation, and long-term learning outcomes.
2025 — present · Project Management Education -
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Learning Design Experiment
Comparative study using ludic activity and theory review to evaluate project management learning outcomes.
2024 — 2025 · Learning Design -
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IT Project Management Instruction
Teaching activities connecting project management methods, software delivery, and applied technology learning.
2018 — 2019 · IT Project Management
Certifications
Azure Solutions Architect Expert
Architecture design, governance, infrastructure, security, and cloud solution delivery on Microsoft Azure.
MicrosoftAzure AI Engineer Associate
Design and implementation of AI-enabled solutions using Azure AI services and applied machine learning capabilities.
MicrosoftAzure Data Engineer Associate
Data integration, transformation, storage, orchestration, and analytical workloads on Azure data platforms.
MicrosoftAWS Solutions Architect
Cloud architecture principles, workload design, resilience, networking, and scalable infrastructure on AWS.
Amazon Web ServicesTechnology Stack
Cloud Platforms
- AZ Azure
- AWS AWS
- DBX Databricks
- SF Snowflake
Data & Engineering
- PY Python
- SQL SQL
- KQL Kusto Query Language
- ADF Azure Data Factory
AI / ML
- ML Azure ML
- NLP Natural Language Processing
- MLO MLflow
- AI Applied AI Architecture
Architecture & Delivery
- DDD Domain-Driven Design
- API FastAPI
- OBS Grafana
- DEV CI/CD
Publications
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Serious Games in Project Management Education
Research article on hands-on learning, ludic activity, and long-term learning outcomes in project management education.
Research · Project Management · Education -
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From Analysis to Cloud-Native Architecture
Architecture series describing the journey from domain analysis to cloud-native solution design using the MEMMS methodology.
Architecture · Cloud · Methodology -
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AI/ML Architecture in Cloud Ecosystems
Technical publication or article on designing AI/ML models within broader business, data, and cloud environments.
AI/ML · Cloud Architecture · Data Platforms
Marcelo Ramirez 