Álvaro López Caro
AI Engineer at Spotlab- Claim this Profile
Click to upgrade to our gold package
for the full feature experience.
Topline Score
Bio
Credentials
-
Generative AI with Large Language Models
Coursera -
Natural Language Processing with Classification and Vector Spaces
Coursera -
Natural Language Processing with Probabilistic Models
Coursera
Experience
-
Spotlab
-
Spain
-
Medical and Diagnostic Laboratories
-
1 - 100 Employee
-
AI Engineer
-
Sep 2023 - Present
Development and research of Large Language Models (LLMs) within the framework of AI applied to the resolution of clinical challenges for global accessibility in the diagnosis, treatment, and prognosis of primarily Neglected Tropical Diseases (NTDs). Development and research of Large Language Models (LLMs) within the framework of AI applied to the resolution of clinical challenges for global accessibility in the diagnosis, treatment, and prognosis of primarily Neglected Tropical Diseases (NTDs).
-
-
-
Technology Delivery Center Barcelona - ServiZurich
-
Spain
-
IT Services and IT Consulting
-
100 - 200 Employee
-
NLP Data Scientist
-
May 2023 - Sep 2023
Work and research focused on cloud-based NLP projects in the fields of Machine Translation (MT) and, mainly, Large Language Models (LLMs) focused in IR/QA tasks, as well as other ML tasks. Work and research focused on cloud-based NLP projects in the fields of Machine Translation (MT) and, mainly, Large Language Models (LLMs) focused in IR/QA tasks, as well as other ML tasks.
-
-
-
Independent contractor
-
United States
-
IT Services and IT Consulting
-
Math Analyst
-
Jan 2023 - Mar 2023
Statistical analysis and C++ simulation of different models in the gaming industry. Statistical analysis and C++ simulation of different models in the gaming industry.
-
-
-
Amphos 21
-
Spain
-
Environmental Services
-
200 - 300 Employee
-
Consultant - Advanced numerical modeling
-
Jun 2022 - Nov 2022
Advanced numerical modelling and data analysis/processing. Research in strategic environmental processes. Charged with the optimization and convergence of different complex PDE simulations in a highly parallelized environment, along with the creation of other predictive ML models. Advanced numerical modelling and data analysis/processing. Research in strategic environmental processes. Charged with the optimization and convergence of different complex PDE simulations in a highly parallelized environment, along with the creation of other predictive ML models.
-
-
-
IRI - Institut de Robòtica i Informàtica Industrial, CSIC-UPC
-
Spain
-
Research
-
100 - 200 Employee
-
Research assistant (CSIC AIHUB)
-
Jan 2022 - Aug 2022
"End-to-end CNN-based model for action decision-making in Robotic cloth manipulation tasks." Extensive use of Stable Baselines 2 and 3 as well as a wide variety of custom RL state-of-the-art algorithms. Creation of a custom training environment based on JURECA. Use of different computer vision processing techniques and transfer learning. "End-to-end CNN-based model for action decision-making in Robotic cloth manipulation tasks." Extensive use of Stable Baselines 2 and 3 as well as a wide variety of custom RL state-of-the-art algorithms. Creation of a custom training environment based on JURECA. Use of different computer vision processing techniques and transfer learning.
-
-
-
FAU Erlangen-Nürnberg
-
Germany
-
Research Services
-
700 & Above Employee
-
Summer internship
-
Jul 2021 - Oct 2021
"Delving into Data Science and Artificial Intelligence problems with a control theory approach" Research on new optimization techniques with ResNets, having these stability properties such as those of dynamical systems. Usage of these neural networks in classification problems using Python and Matlab. (Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship) "Delving into Data Science and Artificial Intelligence problems with a control theory approach" Research on new optimization techniques with ResNets, having these stability properties such as those of dynamical systems. Usage of these neural networks in classification problems using Python and Matlab. (Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship)
-
-
Education
-
2021 - 2023
Universitat de Barcelona
Master's degree, Data Science -
2016 - 2021
Universidad de Granada
Double Bachelor's Degree in Mathematics and Physics, specialty in Applied Mathematics and Data Science
Community
