Freelancer profile translated to English.
Back to original languageAbout Gonzalo
I amGonzalo Vargas**, a Physicist and Engineer specializing in **Artificial Intelligence (AI)with experience in Machine Learning (ML), Deep Learning (DL), and Natural Language Processing (NLP).
I use frameworks such as Pandas, Numpy, Matplotlib, Seaborn, TensorFlow, PyTorch, and scikit-learn to develop advanced models.
I have experience in RAG (Retrieval-Augmented Generation) systems using LangChain, Hugging Face, and vector databases. Additionally, I have significant experience as a data analyst, performing cleaning, visualization, and statistical analysis of large volumes of information, identifying patterns, and generating insights for strategic decision-making.
My freelance work focuses on creating intelligent and effective solutions, especially in innovative technological projects.
Spanish
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Héroux-DevtekElectromechanical Engineer & Project Manager (Representing AKKODIS)AVIATION AND AEROSPACEFebruary 2023 - Today (3 years and 6 months)Getafe, MD, SpainCompany in the aeronautical sector where I have carried out the following developments related to Data Analysis and Artificial Intelligence:- Development of a RAG system oriented to aeronautical equipment databases. RAG specialized in retrieving tables and alphanumeric files.- Creation of a Data-Driven model capable of generating preliminary designs of PMSM electric motors and selecting the best model for a client's specification.Additionally, my main tasks are:- Design of electric motors for electromechanical actuators.- Comprehensive management of electromechanical projects.- Electromagnetic simulation with finite elements (Altair).- Simulation software: Flux 2D, FluxMotor, and Hyperstudy.
- HEALTHY DOOR SOLUTIONS S.L.General ManagerMEDICALJanuary 2020 - Today (6 years and 7 months)Granada, SpainTechnology consultant and developer of socio-health technology. Company administrator and co-founder. Team with a hospital manager, a department head, and an aeronautical engineer. Granted two intellectual properties and one trademark registration.Activities related to Artificial Intelligence include:- Acquisition, management, and processing of data received from device sensors.- EDA analysis, filtering, and transformation of the database (DB) to aid in strategic decision-making.- Development of a computer vision model capable of detecting objects and movement patterns.- Training of the CNN with generic databases and fine-tuning post-processes with proprietary image databases.Main tasks developed have been:- Company management and administration.- Description of device requirements and functionalities.- Simulation of components to be used.- 3D design of housings or supports.- Selection of electronic components fulfilling power supply, control, and sensor functions.- Electronic assembly on various supports and housings.- Testing, data collection, analysis, and visualization of results.
- ELINSAElectrical Engineer & SolidWorks DesignerENERGY AND UTILITIESOctober 2022 - February 2023 (4 months)La Coruña, SpainDevelopment of control centers for high-power electrical components and distribution of safety and control components within electrical panels.
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Education
- Master's Degree in Artificial IntelligenceUniversidad Alfonso X el Sabio (UAX)2025
- Degree in Physics, Physical SciencesUniversidad de Granada2022Grado en Física, Ciencias físicas