My Work and Research Interests
The work involves the use of any state-of-the-art platform that enables the intelligence solution.
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GIS Intelligence.
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Urban Planning.
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Machine Learning Algorithms
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Optimization of SocioTechnical Systems
Expertise
Complete Workflow for state of the art complex sociotechnical systems artificial intelligence, at the service of human's wellness and wellbeing. Internet of Things | Data Engineering | Data Science | GIS | Full Stack (Front End) | Project, Program and Portfolio Specialization.
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Internet of Things
Data collection in real time: Campus, Facilities and Urban Buildings data, environmental data, traffic data.
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Data Engineering
Data architecture design and implementation: data collected is frequently not proper to be analysed, stored, and maintained. It is one of the most cumbersome and sometimes complex tasks.
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Data Science
Actionable Information extraction: Using Machine Learning(ML), Exploratory Data Analysis(EDA), Mathematical Optimization, and any state of the art Modelling Approach, the information for the decision maker is made available.
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Geographical Information Systems(GIS)
Information is often variant in Space(3D), Time (1D), and Scale (1D): That is why are offered fully modern dashboards based on 5D interfaces for the Decision Makers, Urban Planners, and Welfare & Wellness Agents, to have better information.
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Full-Stack
User Interfaces, and Data Visualization(Dataviz): Secure, Private, Accessible, Responsive, Interactive Dashboards and "Intrinsic Web Design". Because also semiotics of data is in itself a very complex field which is tackled by modern tools.
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Project, Program and Portfolio Evaluation
Complete Project and also Externalities Evaluation: Feasibility, Viability, Desirability and Sustainability, using algorithms like Monte-Carlo and strategic management recommendations.
