Summary
Manuel Agudo is a tech lead and software engineer with 9 years of experience blending advanced mathematics and pragmatic engineering to deliver ML-driven production systems. He’s built and scaled backend platforms (Django/Python) for startups and payments products with over a million users, and has hands-on MLOps and LLM development experience from roles at the Barcelona Supercomputing Center and research labs. Comfortable across the full stack and cloud-native tooling (Docker, Kubernetes, AWS), Manuel also teaches data mining at UPC, translating research-grade concepts into practical curricula and production code. His background in discrete mathematics gives him a rigorous approach to algorithmic design and data pipelines, while his cross-disciplinary collaboration skills have repeatedly helped distributed squads move fast. Notably, he combines academic insight with startup grit—equally at home writing PySpark ETLs and deploying ML models into CI/CD-driven environments.
9 years of coding experience
5 years of employment as a software developer
Grado en ciencias, Matemáticas, Bachelor's Degree in Mathematics with two academic exchanges, Grado en ciencias, Matemáticas, Bachelor's Degree in Mathematics with two academic exchanges at Universidad Autónoma de Madrid
Nivel A1, Alemán, Nivel A1, Alemán at Merit School Campus Nord
TOEFL Exam Preparation, TOEFL Exam Preparation at EC English London
Grado en Matemáticas, Programa de intercambio académico SICUE (exchange program), Grado en Matemáticas, Programa de intercambio académico SICUE (exchange program) at Universitat Autònoma de Barcelona
UPC Universitat Politècnica de Catalunya
Bachillerato, Bachillerato at Colegio Obispo Perelló
Spanish, English, German, Catalan