Data Scientist / AI Engineer

Amets Carrera

Currently employed Barcelona, Spain carrera.amets@gmail.com
Connect on LinkedIn @ametsCS

Work Experience

AI Engineering & Applied ML

AI Engineer

Latest

M47 - AI Company · Temporary contract

Nov. 2025 - Present · 5 months

Barcelona, Catalonia, Spain

Working as part of the AI Engineering team, contributing to the design, evaluation, and deployment of applied AI solutions for multiple clients across different industries.

Main responsibilities include:

  • Evaluating and benchmarking different AI and LLM models for specific business use cases.
  • Developing AI-powered applications by integrating pre-trained models into client systems.
  • Prototyping and testing solutions using Python notebooks to assess performance, latency, and cost.
  • Collaborating with cross-functional teams to translate business requirements into applied AI solutions.
Python OpenAI Langfuse AWS Azure GitHub Docker LLMs

Software Engineer

CAF (Construcciones y Auxiliar de Ferrocarriles) · Internship contract

Jan. 2025 - Oct. 2025 · 10 months

Beasain, Basque Country / Euskadi, Spain · On-site

  • Designed MySQL schema and built an ETL-lite pipeline from Excel using Python and pandas.
  • Built a Django REST API and a small React UI for fast internal queries.
  • Integrated GenAI workflows with Whisper and LLM-assisted search, and prototyped RAG to ground answers on internal data.
MySQL Python Django React Whisper RAG Gemini Docker

Education

Bachelor's & Master's Path

Computer Science Engineering

University of the Basque Country

September 2021 - July 2025

Software Engineering specialization

Master's Degree in Big Data, Data Science & Engineering

Universitat Politècnica de Catalunya (UPC)

Sept. 2025 - Nov. 2026

Master's focused on Big Data, Data Science and Engineering, with strong emphasis on machine learning, artificial intelligence, predictive analytics, and large-scale data engineering and pipeline development.

Projects

Personal projects to experiment and keep growing through real systems

Biorce-mini

Biorce-mini

RAG Agents LangGraph Python Streamlit ChromaDB

An agentic RAG demo that researches and drafts clinical trial protocols, built to explore multi-step AI orchestration, automated reviewing and interface-level observability across the full research workflow.

Repository
React Game

React Game

LangChain React Groq Llama3--70B JavaScript LLMs

A hexagonal board game built with React where the player competes against an LLM by finding the longest possible groups of adjacent matching numbers. Each turn, both sides try to score more points by selecting better sequences, while the interface tracks progress, target score and game difficulty.

Try it Play game Repository

Certifications

Focused certifications across AI and practical delivery.

AWS Cloud Practitioner Essentials

Amazon Web Services (AWS)

Jul. 2025

Certificate in Advanced English

Cambridge English

Aug. 2021

Oracle Cloud Certified Data Science Professional

Oracle

Oct. 2025

Oracle Cloud Certified AI Foundations Associate

Oracle

Oct. 2025

Skills

Technical and collaboration skills

AI / Machine Learning

PythonRTensorFlowscikit-learnLLMsRAGPrompt EngineeringOpenAI API

Infra / Cloud

AWSAzureDockerGitHubGitHub ActionsCI/CDLangfuseCloud Deployment

Product & Agile Delivery

ScrumJiraOwnershipProduct ThinkingCustomer FocusStakeholder Communication

Soft Skills

DisciplineLeadershipStructured CommunicationAutonomyCritical ThinkingExecution
Home Experience Projects
GitHub LinkedIn Email