# Víctor Jiménez Rodríguez

**Machine learning research engineer · Zurich, Switzerland**

Machine learning research engineer with a background in physics and statistics, and a proven track record in both academic and industrial environments. Interested in the assessment and understanding
of robustness in machine learning systems. Currently building advanced knowledge representations for high-risk, technical domains and the algorithms and agentic systems that navigate them.

Profile: https://path.cv/viictorjimenezzz

*Last updated: August 2026*

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## Experience

### Founding Research Engineer at Uthereal
*Jan 2024 – Present*

Designed and deployed an end-to-end agentic RAG pipeline for expert-level technical documents in high-risk domains. Built an experimental evaluation framework to assess model robustness and system reliability.

### Scientific Assistant at Institute for Machine Learning (ETH)
*Oct 2025 – Oct 2026*

Led and contributed to multiple R&D projects integrating A-RAG pipelines in the medical domain. Worked across research and engineering stakeholders.

### Scientific Assistant at Institute for Machine Learning (ETH)
*Apr 2025 – Oct 2025*

Conducted research focused on the derivation of finite-sample robustness guarantees in high-dimensional compositional settings.

### Research Intern at Institute for Machine Learning (ETH)
*Nov 2023 – Sep 2024*

Completed master's thesis on improving robustness of deep learning models through posterior agreement based model selection. Manuscript published in TMLR.

### Research Trainee at Department of Physics (TUM)
*Feb 2022 – Oct 2022*

Conducted bachelor's thesis on EIS characterization of lithiated TiO2-coated LICGC electrolytes. Contributed to published work.

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## Skills

Python · Machine Learning · Data Analysis · UNIX/Linux · HPC Systems · R · MATLAB · AMPL · Stan · Scala · SAS · Fortran · C/C++

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## Education

### Master's degree in Statistics and Operations Research
*Facultat de Matemàtiques i Estadística – UPC*
Jan 2022 – Jan 2024

### Bachelor's degree in Engineering Physics
*ETSETB – UPC*
Jan 2018 – Jan 2022

### Scientific-Technological Baccalaureate
*Maristes Sants-Les Corts*
Jan 2016 – Jan 2018

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## Awards

- **Top 0.1% at university admission exams** — Government of Catalonia (Jun 2018)
- **Full-tuition scholarship** — Maristes Sants-Les Corts (Jan 2018)

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## Publications

- **[Rethinking Robustness in Machine Learning: A Posterior Agreement Approach](https://openreview.net/pdf?id=Bpc9uZ6kcg)** — TMLR (Oct 2025)