Carlos Pomares
Palma, Balearic Islands, Spain

Carlos Pomares

Data & AI Engineer

Building intelligent systems at WebBeds. From ML infrastructure to AI agents — I specialize in deploying production-ready AI solutions that process 1TB+ of data daily. Recently built an AI Agent for automated data analysis using LLMs.

5
Years of Experience
50+
Technologies
25+
Projects Built
∞
Always Learning

What I Build

ML Infrastructure

Deploying AI models at scale with Kubernetes, Docker, and serverless architectures

Data Pipelines

Processing 1TB+ daily with Python, event-driven architectures, and AWS services

AI Systems

RAG, NER, embeddings — building intelligent search and analysis tools

Cloud Architecture

AWS expert: CDK, IaC, Lambda, ECS, Step Functions, custom workflows

APIs & Services

Fast, scalable APIs in Python and Golang with monitoring and observability

Developer Tools

Custom libraries, monitoring systems, and automation tools used company-wide

Experience

ML DevOps

WebBeds • Jul 2025 - Present

Palma, Balearic Islands, Spain

Manage and deploy AI processes in distributed systems. Deploy agentic solutions in an enterprise environment. Create and manage new internal architectures for handling new technologies.

Key Achievements:

  • Built sophisticated AI Agent for automated data analysis using LLMs
  • Deployed AI image curation system improving content quality and relevance
  • Architected RAG system handling 1M+ documents with semantic search
  • Developed AI-powered hotel search with 10M+ location dataset using pgvector
  • Created custom NER models for room type mapping and query understanding
  • Implemented end-to-end ML pipelines with monitoring and observability

Technologies:

LangChainAWS BedrockAWS LambdaPythonTensorFlowPyTorchSpaCyLLMsClaude (Anthropic)AWS Titan EmbeddingsOpenSearchpgvectorPostgresDockerKubernetes

Data Engineer

WebBeds • Aug 2023 - Jul 2025

Palma, Balearic Islands, Spain

AI Integrations, DevOps CI/CD with AWS CDK, Golang API features & FastAPI integrations.

Key Achievements:

  • Implemented AI integrations across multiple services
  • Built CI/CD pipelines with AWS CDK for automated deployments
  • Developed Golang API features for high-performance services
  • Created FastAPI integrations for Python-based microservices
  • Deployed cloud-native applications using AWS services

Technologies:

PythonGolangFastAPIAWS CDKAWS LambdaGitAmazon RDSDocker

Junior Data Engineer

WebBeds • Jul 2022 - Aug 2023

Palma, Balearic Islands, Spain

AWS Cloud based Applications and Pipelines. Developed Python ETLs running on EC2 and ECS Instances, Golang APIs, and Front-End applications for end-user access.

Key Achievements:

  • Built Python ETLs running on EC2 and ECS Instances
  • Implemented ECS Automated Migration using Autoscaling, processing more than 50 ETLs per minute
  • Developed Golang API running on Lambda through API Gateway using Bearer Auth
  • Managed AWS S3, Athena, Postgres RDS, Serverless Deployments, CI/CD Pipelines
  • Created Python Libraries Development for common integrations and ETLs
  • Optimized Python Validation and Data Processing for High Performance Services
  • Deployed infrastructure using Python AWS CDK
  • Built VueJS Portal for End-User easy access to PowerApps
  • Delivered Microsoft Power Apps as main End-User Applications

Technologies:

PythonGolangVueJSAWS LambdaEC2ECSAPI GatewayAWS CDKS3AthenaPostgresCloudFormationDockerPowerAppsGit

Junior Data Engineer Internship

WebBeds • Apr 2021 - Jul 2022

Palma, Balearic Islands, Spain

Dual Professional Training (Formación Profesional Dual). Part-time internship while completing studies, working on ETL jobs, data processing, and AWS services.

Key Achievements:

  • Developed ETL Jobs using Pandas, SQS, and Golang
  • Implemented Pandas data comparison and validation
  • Created Bash scripts for automation tasks
  • Worked with ECS Tasks for containerized workloads
  • Deployed serverless functions using AWS Lambda

Technologies:

PythonPandasGolangBashAWS LambdaSQSECSGitAmazon RDS

Tech Stack

Languages

PythonGolangSQL

Cloud & Infrastructure

AWS LambdaECS FargateStep FunctionsAWS CDKCloudFormationCodePipelineCodeBuildSQSCloudWatchDocker

Databases & Storage

PostgreSQLOpenSearchAthenaS3

ML & AI

TensorFlowPyTorchSpaCyLLMsAWS BedrockClaude (Anthropic)AWS Titan

Tools & Platforms

GitGrafanaPowerAppsRaspberry Pi

Beyond the Code

Self-Taught & Autonomous

Most of my expertise comes from researching, experimenting, and building. I thrive on solving problems independently and learning what's needed to get things done.

Side Projects & Exploration

I run 3 Raspberry Pis at home for personal infrastructure and experiments. Always exploring new technologies and building solutions I'm passionate about.

Life in Mallorca

When I'm not coding, I enjoy riding motorcycles through Mallorca's scenic routes and unwinding with casual gaming sessions.

What Drives Me

I don't just complete tasks — I improve processes, help teammates, and constantly seek ways to make systems faster and better. Versatility is my strength: comfortable across tech stacks, roles, and domains.

Latest Thoughts

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GitHub Activity

pomaretta's GitHub contribution graph
~1000+
Contributions in the last year
25+
Repositories
15+
Projects
5
Languages
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Get in Touch

Feel free to reach out for collaborations or discussions about data and AI!

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