01/09/2026 updated
not available
info: not available until 12/31/2026
AI and Machine Learning Engineering Manager with PhD in Biomedical Engineering
Charneca da Caparica, Portugal
Only remote
PhD Biomedical EngineeringIBM WatsonWeb InterfacesHTMLJavaScriptArtificial IntelligenceAlgorithmsBiomedical EngineeringBusiness PlanningStrategic ManagementCascading Style Sheets (CSS)Software QualityData CollectionWeb DevelopmentPython (Programming Language)Spectroscopy
Python Programming and AI Development
Advanced Python programming with expertise in PyTorch, Detectron2, and machine learning frameworks. Development of deep learning pipelines and AI systems that won international competitions including the 2018 IBM Watson AI Competition.
Team Leadership and Project Management
Leadership experience managing engineering teams of 5-8 members, implementing Scrum and Kanban methodologies to increase productivity by 40%. Strategic planning and alignment of technical roadmaps with business objectives.
Software Architecture and Deployment
Containerization expertise using Portainer and Git for semi-automatic deployment strategies. Design and implementation of robust software systems with focus on code quality, recovery times, and development predictability.
Data Science and Machine Learning
Expertise in data preparation and curation for AI models, with skills in Numpy, Pandas, Scikit-Learn, and OpenCV. Experience optimizing machine learning algorithms based on user data.
Spectroscopy and Signal Processing
Development of Differential Optical Absorption Spectroscopy (DOAS) libraries and algorithms for spectroscopy applications, enhancing data acquisition and analysis capabilities.
Database Management
Experience with PostgreSQL, SQLite, MongoDB, and Redis for efficient data storage and retrieval in production environments.
Web Development
Knowledge of HTML, CSS, JavaScript and TypeScript for creating web interfaces and applications.
Advanced Python programming with expertise in PyTorch, Detectron2, and machine learning frameworks. Development of deep learning pipelines and AI systems that won international competitions including the 2018 IBM Watson AI Competition.
Team Leadership and Project Management
Leadership experience managing engineering teams of 5-8 members, implementing Scrum and Kanban methodologies to increase productivity by 40%. Strategic planning and alignment of technical roadmaps with business objectives.
Software Architecture and Deployment
Containerization expertise using Portainer and Git for semi-automatic deployment strategies. Design and implementation of robust software systems with focus on code quality, recovery times, and development predictability.
Data Science and Machine Learning
Expertise in data preparation and curation for AI models, with skills in Numpy, Pandas, Scikit-Learn, and OpenCV. Experience optimizing machine learning algorithms based on user data.
Spectroscopy and Signal Processing
Development of Differential Optical Absorption Spectroscopy (DOAS) libraries and algorithms for spectroscopy applications, enhancing data acquisition and analysis capabilities.
Database Management
Experience with PostgreSQL, SQLite, MongoDB, and Redis for efficient data storage and retrieval in production environments.
Web Development
Knowledge of HTML, CSS, JavaScript and TypeScript for creating web interfaces and applications.
Languages
EnglishFluentFrenchBasic knowledgePortugueseNative speakerSpanishFluent
Project history
Leading a team of 5-8 engineers in developing key products. Implemented Scrum methodology increasing productivity by 40%. Developed technical roadmaps aligning commercial demands with technical requirements. Overhauled software deployment process using containerized environments.
Led a team of 7 engineers delivering high-quality AI products on schedule. Used Kanban methodology to manage workflow. Developed strategic vision for AI product lines aligned with market trends and business objectives.
Contributed to developing low-cost, reliable early-stage forest fire detection system. Developed algorithms and assisted in project management and application writing.