Artificial Intelligence Engineer
Madrid, Comunidad De Madrid, España
Implementation of a geospatial intelligence web platform for defence, applied to military problem solving. Using neural networks for the analysis of satellite imagery.– Analyzed and processed of satellite imagery, including geospatial raster data, RPG images, and panchromatic.– Developed computer vision models for classification, identification, heatmap and tracking in satelliteimages using AI tools like TensorFlow, PyTorch, and Keras.– Designed and oversaw the satellite data collection service (APIs), ensuring data relevance and timeliness, and managed requests without loss.– Implemented and maintained Test and CI/CD processes for consistent and reliable deployments.– Established a message queuing system, ensuring data integrity and preventing losses from overloads.– Crafted deployment (Docker, Kubernetes) solutions for image management, including NAS implementation, ensuring continuous integration and faster deployments. and use of dynamic database (MongoDB, SQL), ensuring data integrity and improving query speed and efficiency.Optimization of Emerging Renewable Energy Resources for Stability of the Electrical Grid System.– Developed a Reinforcement Learning (RL) based solutions for the optimization and control of electric power generation plants, drawing inspiration from Kaggle-style challenges to devise robust solutions.– Used state-of-the-art RL libraries such as OpenAI and Pytorch to facilitate the development and imple-mentation of the project’s adaptive solutions.– Collaborated in a joint effort between multiple companies: our team was responsible for the RL agent’simplementation, while another company managed the environment.Drone Integrated Traffic Signal Analysis for Road Infrastructure.– Developed traffic signal detection model and integrating drone geolocation to pinpoint the precise placement of traffic signs– Used models with Pytorch, showcasing proficiency in leveraging cutting-edge technologies for practical real-world applications