09/08/2025 updated

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Senior Data Scientist with AI and Cloud Architecture Expertise

Madrid, Spain
Worldwide
Master's Degree in Industrial Engineering
Madrid, Spain
Worldwide
Master's Degree in Industrial Engineering

Profile attachments

CV Ignacio Ramos.pdf

Agile MethodologyArtificial IntelligenceAmazon Web ServicesData AnalysisApache HTTP ServerMicrosoft AzureBusiness IntelligenceCloud EngineeringDatabasesInformation EngineeringData VisualizationPython (Programming Language)Machine LearningNatural Language ProcessingMicrosoft Power BIAzure Machine LearningSimulationsSolution ArchitectureSQL DatabasesDigital TwinChatbotsLarge Language ModelsApache SparkAWS GlueData Pipeline
AI & Machine Learning
Expertise in developing supervised and unsupervised machine learning models using Python libraries and cloud platforms like AWS SageMaker and Azure ML Studio.

Cloud Architecture
Proficiency in designing and implementing solutions across AWS, Azure, and GCP, with certified expertise in AWS Machine Learning and Solutions Architecture.

Data Engineering & Analytics
Experience building scalable data pipelines using Spark, AWS Glue, and Apache Iceberg, with strong capabilities in business intelligence and advanced analytics.

Project Management
Agile methodologies implementation with PMI-ACP certification, managing end-to-end project lifecycles from conception to delivery.

Digital Twin Modeling
Creation of digital twin models for simulation and optimization, enabling data-driven decision making and operational improvements.

Conversational AI
Development of conversational agents using LLM integration and natural language processing to transform user queries into actionable database commands.

Data Visualization
Development of complex SQL queries and Power BI dashboards to effectively visualize simulated and real-time performance data.
 

Experience

Professional experience10+ years
Freelancer since2023

Languages

EnglishFluentFrenchFluentSpanishNative speaker

Project history

Senior Data Scientist

Galeo
Developing innovative data-driven solutions leveraging diverse technologies to optimize client operations, enhance customer value, and drive strategic decision-making. Key projects include dynamic pricing optimization, LLM integration for client support, and building scalable data pipelines.

Senior Analyst

Nukon
Scoped, designed, and executed digital transformation solutions for clients, developing cutting-edge AI, real-time stream analytics, and optimization solutions. Created machine learning models and data visualizations that identified significant cost reduction opportunities.

Management Consultant

Argon & Co
Expert in developing Digital Twin models and executing end-to-end projects. Conducted bottleneck analyses that increased throughput by 20% and generated over $15 million in additional revenue. Optimized operations resulting in significant labor cost savings.

Performance Project Leader

Promat Australia
Led performance improvement projects to mitigate losses and achieve cost savings. Utilized lean methodologies to eliminate waste and improve operational efficiency.

Supply Chain Manager

Grabat Energy
Identified strategic partners and economical vendors to drive cost savings. Integrated ERP modules, managed domestic and international supply chains, and led cross-functional teams to enhance workflow efficiency.

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