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Adriana Ruperez Arellano

Data scientist and engineer, AI systems and software products.

I build digital products end to end, from applied AI workflows and cloud infrastructure to mobile applications used by real users.

Portrait of Adriana Ruperez

Open to work

AI engineering, applied ML and product development

  • Agentic AI and GenAI systems
  • RAG pipelines, OCR and applied NLP workflows
  • Machine learning, mobile products and cloud deployment
adriana.rupereza@gmail.com +34 717 71 56 24 Madrid, Spain · Open to remote work

Education

2022 — 2026

B.Sc. in Data Science and Engineering · University Carlos III of Madrid

Pursuing UC3M’s TFG Emprende (official Entrepreneurship Distinction) focused on innovation, entrepreneurship, and technology-driven final-year project development.

Relevant coursework: Data Structures and Algorithms, Data Bases, Machine Learning I, II and Applications of Machine Learning.

Current grade 7.74/10

2024 — 2025

International Mobility Program in Computer Science · Case Western Reserve University

Relevant coursework: Deep Generative Models, Data Mining for Big Data, Robotics, Computational Perception, and Bayesian Analysis.

GPA 3.876/4

2007 — 2022

Technological High School · Miravalles-El Redin

Final grade 9.67/10. EVAU score: 13.401/14, among the highest grades in Navarre.

Exchange year in Bayonne, France (2018–2019) · LaSalle Saint Bernard

Exchange semester in Chicago, US (2016) · The Willows Academy

Experience

Jan. 2026 — Jul. 2026

Software Architect and AI Integration Intern · Ericsson

Contributed to internal telecom migration tooling across the UDM and Packet Core departments, supporting software architecture, automation and agentic AI use cases inside the data migration team.

Python Testing GitLab CI/CD Docker Pentaho PDI Agentic AI (Kiro CLI) MCP and A2A Node.js Software development
Jan. 2026 — Jun. 2026

Freelance Mobile and Cloud Developer · Milanes Transport

Built part of the company's digital ecosystem for workers and customers: internal driver app and public passenger app.

Mobile development App deployment Cloud deployment Backend integration Product delivery MAUI .NET / .NET React Native / TypeScript
Milanes Transport app Milanes Transport visual
Jun. 2023 — May 2026

Data and Client Operations and Automation Support · Practice C.V.M.

Support the family real estate business by capturing clients for room rentals through platforms such as Idealista and others, conducting property visits, and closing rental contracts. Developed an internal web portal to keep track of rentals, rooms, tenants and documents, and implemented automation for contract generation and contract expiration alerts.

React Supabase CRM development Automation Operations
Dec. 2019 — Apr. 2024

Ski and Leisure Instructor

Taught adaptive lessons for different ages and levels while coordinating group dynamics in inclusive learning environments.

Teaching Leadership Group coordination Inclusive learning Time management Management of risky situations
Ski instructor experience Ski group activity

Projects

Founder and Developer · Ongoing

CampusRide

Ridesharing app for UC3M students and administrative staff. Built end-to-end and launched in iOS and Android stores. The platform solves a real problem for many students: mobility to university and the associated costs of it. Used by almost 500 students. Gathered and coordinated a team of 4 members willing to make a real impact.

Flutter (Dart) Firebase Google Cloud Platform Mobile development Frontend + Backend development Product leadership

Curricular project · 2025–2026

Sandoz RAG Assistant

Internal knowledge assistant designed to turn a large unstructured document base into a practical query tool for employees, with ingestion, OCR, routing of topics and retrieval workflows.

Python Embeddings Vector search RAG Supabase (PostgreSQL) NLP Adaptive prompting OCR LLM HTML + CSS + JavaScript LM Studio FastAPI

Association project · 2025–2026

Open UC3M

Member of the association as full stack developer. Open UC3M is a mobile app designed to designed to bring the university community closer together by giving visibility to students, events, and associations that often lack sufficient communication channels. The project aims to improve the university experience by helping initiatives reach as many students as possible.

React Native Django Render Expo / ExpoGo SQL Full Stack Developer

Curricular project

Radiology Report Generation

Encoder-decoder architecture for automatic radiology report generation from chest X-ray images, focused on multimodal reasoning and medical text generation.

PyTorch Vision-language Medical AI Computer Vision GRU Attention DenseNet121 Encoder-decoder NLG

Languages

Spanish · Native

English · C1 · Full professional proficiency

French · C1 · Full professional proficiency

Certifications

CAE C1 Advanced (Cambridge University)

DALF C1 (France Éducation International)

Level 1 Sports Technician (Tandem)

Diplôme National du Brevet (Ministère de l’Éducation Nationale Française)

Toolkit

Python React Native Flutter RAG OCR PyTorch TensorFlow Django FastAPI Firebase Supabase Google Cloud Azure Docker GitHub

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