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Adriana Ruperez Arellano

AI Platform Engineer building AI systems and software products.

I build AI-powered workflows and digital products end to end, from knowledge systems and automation to mobile applications used by real users.

Portrait of Adriana Ruperez

AI Platform Engineer

AI platform engineering, data science and software delivery.

  • AI agents and domain-specific knowledge bases for internal workflows
  • RAG and NLP pipelines
  • Mobile applications, data migrations and cloud deployments
adriana.rupereza@gmail.com +34 717 71 56 24 Madrid, Spain · Open to remote work

Education

Sep. 2022 — June 2026

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

Awarded UC3M’s TFG Emprende (Entrepreneurship Distinction) focused on innovation and entrepreneurship.

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

GPA: 7.78/10

Sep. 2024 — May 2025

International Mobility Program in Computer Science · Case Western Reserve University

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

GPA 3.876/4

Experience

Jan. 2026 — Jul. 2026

Software Architect and AI Integration Ericsson

Created AI-powered agents by building domain-specific knowledge bases and integrating automation into development, testing and documentation workflows. Developed telecom data-migration tools for subscriber-data ETL workflows and designed and executed functional tests.

Python Java Pentaho PDI Shell scripting CI/CD AI agents Functional testing
Jan. 2026 — Jun. 2026

Freelance Mobile and Cloud Developer Milanes Transport

Designed and built two mobile applications for drivers and passengers at a Florida-based NEMT business: Raphael by Milanes Transport and Raphael Riders.

Mobile development App deployment Cloud deployment Backend integration Product delivery Mobile applications
Milanes Transport app Milanes Transport visual
Jun. 2023 — Ongoing

Real Estate Agent Practice C.V.M.

Captured clients through property portals, showed rooms and closed 20+ room-rental contracts. Built a CRM and admin web platform with React and Supabase for property, tenant and contract management, including generation and expiration alerts.

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

Ski and Leisure Instructor Club Pirineista Mayencos and Ski Club Noroeste

Delivered adaptive lessons for different ages and skill levels, including beginners and students with special needs. Led groups of up to 10 participants and coordinated with other instructors 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 350 students. Built and coordinated a team of 4 supporting product development, content creation, university relations and day-to-day operations.

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

Curricular project · Sep. 2025 — Jan. 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, topic-based routing and retrieval workflows across local and cloud-based setups.

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

Full Stack Developer · Sep. 2025 — May 2026

Open UC3M

Built a university social-network mobile application with Open UC3M to bring the community closer together by giving visibility to students, events and associations.

React Native Django Render Expo / ExpoGo SQL Full Stack Developer

Curricular project

Radiology Report Generation

Attention-based encoder-decoder model that generates radiology reports from chest X-ray images using DenseNet121, GRU and Bahdanau attention. Processed OpenI/NLMCXR image-report pairs and evaluated results with BLEU, ROUGE and METEOR.

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

AI & data science

RAG LLMs OCR PyTorch TensorFlow Transformers Scikit-learn RStan

Product engineering

Python TypeScript Node.js React Native Flutter / Dart Django FastAPI

Data & platforms

SQL / NoSQL MongoDB Supabase Firebase Pentaho PDI Google Cloud Azure

Delivery & tooling

Kiro CLI Docker GitHub / GitLab CI/CD n8n Jupyter Agile

Let's connect

Have a role, project or collaboration in mind?

Feel free to get in touch. I’m always happy to talk about AI platforms, data and software products.