Curriculum Vitae
💼 Experience
NLP Data Science Internship – Benemérita Universidad Autónoma de Puebla, Mexico
Mar 2025 – Sep 2025
- Developed ASR systems using Wav2Vec2 and CTC, achieving 24% WER with post-processing
- Explored semi-supervised ASR training with cluster-based pseudo-labels
- Built binary and multi-dialect classifiers for text with up to 100% accuracy
- Fine-tuned Opus-MT for Spanish–Nahuatl translation, outperforming baselines in BLEU and chrF
- Investigated unsupervised Spanish–Totonaco translation with cross-lingual embeddings
- Conducted a detailed review of state-of-the-art ASR and MT approaches for low-resource and Indigenous languages
Mathematical Optimization Internship – Laboratoire TIMC, Grenoble
May 2024 – Jul 2024
- Modeled geometric curves to improve radiology localization accuracy (+ 11 %)
- Solved nonlinear differential equations through numerical integration
C# Developer / Android Developer – SOLTI, Grenoble
May 2023 – June 2023
- Compared various speech recognition solutions
- Integrated a voice picking module in a warehouse management system
- Implemented this voice picking module into an Android application in Java
Computer Vision & Graph Modeling Internship – MoreHisto, Grenoble
Apr 2023
- Built image-analysis pipeline for neuron detection, segmentation, and quantification
- Developed a Tkinter GUI for visualization
- Applied curve approximation via constrained least squares
🎓 Education
Master of Science in Applied and Industrial Mathematics (Data Science)
Grenoble INP – ENSIMAG, France
2023 – 2025
- Relevant courses: Geometric modeling, Object oriented & Software design, PDE and numerical methods, Signal and image processing, High Performance Computing, Numerical optimization, Statistical learning and applications, Natural Language Processing, Deep Learning
Bachelor in Mathematics and Computer Science
Université Grenoble Alpes, France
2019 – 2023
- Relevant courses: Linear algebra and arithmetic, Analysis, Automata and languages, Software and hardware architectures, Probability and statistics, Computer-aided calculation, Algorithms and programming
🧠 Technical Skills
Languages: Python, C/C++, R, Java, C#, Matlab
Frameworks: PyTorch, TensorFlow, Flask, .NET Framework, Android SDK
Libraries & Tools: NumPy, Pandas, Scikit-Learn, Transformers (Hugging Face), CUDA, OpenMP, Git, Docker
Cloud & DevOps: AWS, MongoDB, MySQL, Apache Spark
Other Tools: VSCode, Jupyter, Bash scripting, LaTeX, Prompt engineering
🌍 Languages
- French – Native
- English – Fluent
- Spanish – Fluent
- Italian – Intermediate