cv
Curriculum Vitae (might not be up to date!)
Basics
| Name | Albert Dominguez Mantes |
| albert.dominguezmantes@epfl.ch | |
| Url | https://albertdominguez.github.io |
| Summary | PhD student in Computational and Quantitative Biology at EPFL |
Work
- 2022.05 - TODAY
PhD Student
École Polytechnique Fédérale de Lausanne (EPFL)
Supervised by the Weigert group and the La Manno group, I am working on developing computational methods for microscopy images.
- 2020.02 - 2022.04
Junior Data Scientist
Abi Global Health
Development and maintenance of a tool to easily deploy and maintain models in AWS SageMaker and Microsoft Azure ML. Development and backend integration of ML models mostly oriented towards solving medical NLP tasks. Backend maintenance. Assistance in analytical reporting to several departments.
- 2019.06 - 2020.01
Data Scientist Intern
Softonic
Developed an MVP which generated new program descriptions based on existing ones using deep learning-based NLP techniques. Carried out maintenance and tuning of an ML-based ad system, using TensorFlow and GCP.
Education
Skills
| General | |
| Machine learning | |
| Deep learning | |
| Data analysis | |
| Computer vision | |
| Bioimage analysis |
| Programming languages | |
| Python | |
| C++ | |
| R | |
| SQL | |
| Bash |
| Other | |
| git | |
| Docker | |
| AWS | |
| Google Cloud | |
| Microsoft Azure |
Languages
| Catalan | |
| Native speaker |
| Spanish | |
| Native speaker |
| English | |
| Fluent |
| French | |
| Intermediate |
| German | |
| Basic |