Artificial Intelligence & Data Science

Markel Ramiro
Data Scientist & ML Engineer

Building intelligent data solutions that deliver real business impact

University of the Basque Country
B.Sc. in Artificial Intelligence
Markel Ramiro
ML Engineer
Data Scientist

About Me

I'm a Data Scientist and Machine Learning Engineer passionate about transforming data into actionable insights. With expertise in AI/ML model development and deployment, I help organizations leverage data-driven decision making for competitive advantage.

AI & ML Expertise

Developed and deployed AI solutions including anomaly detection systems, predictive models, and natural language processing applications.

Data Pipeline Engineer

Experience building robust data pipelines and ETL processes that ensure data quality and availability for analytics workloads.

Cloud-Native Deployment

Skilled in containerizing ML applications and deploying them to production environments using Docker and Kubernetes.

Markel Ramiro Vaquero

Data & AI Engineer
Bilbao, Spain
hola@markelramiro.com

Professional Profile

As a Data Scientist and ML Engineer with a degree in Artificial Intelligence, I specialize in developing data-driven solutions that solve real business problems. My expertise includes machine learning, data engineering, and deploying AI systems in production environments.

Currently working at Devol as a Data & AI Engineer, I'm leading the development of LLM-based document extraction systems and natural language interfaces. I'm passionate about using cutting-edge technologies to create practical applications that deliver measurable business value.

I have a strong foundation in Python, ML frameworks, and cloud technologies, with experience in the entire ML lifecycle from data preparation to model deployment and monitoring.

Technical Skills

My toolkit for solving complex data challenges

AI & Machine Learning

OpenAIOpenAI
PythonPython
TensorFlowTensorFlow
PyTorchPyTorch
Scikit-learnScikit-learn
Hugging FaceHugging Face
LangChainLangChain
PandasPandas
NumPyNumPy

Backend & Infrastructure

KubernetesKubernetes
DockerDocker
AWSAWS
AzureAzure
FlaskFlask
Node.jsNode.js
PrometheusPrometheus
GrafanaGrafana

Databases & Frontend

PostgreSQLPostgreSQL
MySQLMySQL
MongoDBMongoDB
ReactReact
Next.jsNext.js
TailwindTailwind
SvelteKitSvelteKit

Technology Stack

Python
Python
TensorFlow
TensorFlow
Docker
Docker
Kubernetes
Kubernetes
AWS
AWS
OpenAI
OpenAI

Featured Projects

A selection of data science and machine learning projects showcasing my technical abilities

Anomaly Detection System
Featured Project

Anomaly Detection System

PythonKubernetesPrometheusFlaskScikit-learn

Developed an anomaly detection system for API performance monitoring using statistical methods and machine learning. The system processes time-series data in real-time and sends alerts when unusual patterns are detected.

DocMind LLM Document Extraction

DocMind LLM Document Extraction

PythonOpenAIAnthropicAzureOCR

Led development of an LLM-based system that automatically extracts structured data from unstructured documents, reducing manual processing time by 85% for enterprise clients.

Time Series Forecasting

Time Series Forecasting

PythonTensorFlowLSTMTransformersPandas

Built a time series forecasting model using LSTM neural networks and Transformer architecture to predict future values with high accuracy. The model was deployed as a web service for real-time predictions.

Natural Language to SQL

Natural Language to SQL

PythonRAGLangChainSQLOpenAI

Built a RAG-based system that converts natural language questions into SQL queries, allowing non-technical users to query databases using conversational language.

Professional Experience

My journey in the world of data science and machine learning

Jul 2024 - PresentCurrent

Data & AI Engineer at Devol

Leading AI development initiatives for enterprise clients, focusing on document processing automation, natural language interfaces, and predictive analytics. Responsible for end-to-end model development, from data preparation to production deployment.

OpenAIAzureLLMsPythonFlaskDockerKubernetes
Sep 2023 - Mar 2024

AI Integration Specialist at Nomada Omnimotion

Contributed to VR technology innovation by developing AI-powered pose estimation systems for omnidirectional treadmills. Engineered sensor fusion algorithms for real-time motion data integration.

AIVR TechnologySensor FusionComputer VisionPython
Mar 2023 - Jul 2024

Founder @ Wippass

Built and deployed a complete ticketing platform handling €30,000+ in transactions for local events. Achieved multiple sold-out events (900+ attendees) and was featured in El Referente magazine for entrepreneurial innovation.

PythonFlaskMySQLAWSEC2RDSS3
Sep 2020 - Jul 2024

B.Sc. in Artificial Intelligence @ University of the Basque Country

Focus on machine learning, neural networks, and data processing. Final project on anomaly detection with Kubernetes deployment (Grade: 9/10).

AIMachine LearningNeural NetworksData ProcessingKubernetes
2+
Years of Experience
6+
ML Projects Delivered
5+
Technologies Mastered

Contact Me

Interested in working together? Reach out through any of these channels.

Location

Bilbao, Spain

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