Sebastian Medina

Sebastian Medina

Technical advisor

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location of Sebastian MedinaGreater Dresden Area

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  • Timeline

  • About me

    AI-Powered Master's in Engineering (M.Eng), Specialist in Geoinformatics (GeoIT/GeoAI)

  • Education

    • Stanford University Department of Computer Science

      2023 - 2023
      Specialisation Machine Learning

      The Machine Learning Specialization, offered by Stanford University, DeepLearning.AI, and Coursera, is a comprehensive online, non-credit program. This specialization covers cutting-edge machine learning concepts, including supervised learning (linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, anomaly detection), recommender systems, and reinforcement learning. Participants gain theoretical insights and practical skills, along with… Show more The Machine Learning Specialization, offered by Stanford University, DeepLearning.AI, and Coursera, is a comprehensive online, non-credit program. This specialization covers cutting-edge machine learning concepts, including supervised learning (linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, anomaly detection), recommender systems, and reinforcement learning. Participants gain theoretical insights and practical skills, along with best practices for building effective machine learning models. Show less

    • Universidad Nacional de Colombia

      2009 - 2017
      Civil Engineer Engineering and Technology

      Activities and Societies: Research Group on Environmental Policy, Information and Management (PIGA) Student assistant of the Faculty of Engineering

    • Hochschule für Technik und Wirtschaft Dresden (HTW Dresden)

      2018 - 2021
      M.Eng Environmental Engineering Environmental and Civil Engineering with emphasis in Remote sensing and Geoinformation 1.5 (Master's Thesis graded 1.0 not included in the computation)
  • Experience

    • Centro de Estudios e Investigaciones Sociales (CEIS)

      Jan 2014 - Dec 2014
      Technical advisor

      Consultant and organizer of the Urban-Rural Forum for urban integration as part of the fourth national meeting of Reservas Campesinas, which took place from September 18-21, 2014 in Tibu, Norte de Santander.

    • Consorcio OC (NIT 901.070.503-0)

      Jun 2017 - Apr 2018
      Audit Engineer

      Supervision of contract CO-0392 between the Mayor's Office of Cota (Colombia) and the SABAS consortium, whose purpose was the construction and improvement of public infrastructure. In particular, three (3) construction projects were monitored and examined technically and financially: Construction of two (2) roof-shaped steel structures for sports facilities and construction of one (1) building for the benefit of children with cognitive difficulties . The contract had a duration of six months and was carried out within the framework of the 2017 audit contract CO-0519 signed between the OC consortium and the mayor's office. Finally, construction works were also supervised at ten (10) public schools over a four (4) month period. Show less

    • Hochschule für Technik und Wirtschaft Dresden (HTW Dresden)

      Jan 2020 - Jun 2021

      • Development and implementation of a multi-platform environmental monitoring concept for the urban biotope, which is based on the combined use of in-situ measured data, remote sensing data, open spatial data catalogs, digital image processing and spatial data technologies (GIS).• Development of a geo-environmental information system for the biotopes targeted by ÖKONEU; including baseline for the years 2020 and 2021.• Collection, processing and analysis of environmental information (water hydrology, geology, climate, vegetation status, landscape design, land use, biodiversity, etc.) for an area of ​​interest of approx. 4500 hectares.• Calculation of the hydrological catchment area for one (1) selected urban biotope. This task involved measuring and / or estimating the variables (e.g. evaporation, seepage, runoff, etc.) required to perform a water balance analysis of the targeted ecosystem.• Application of pixel-based multispectral classification techniques, extraction of landscape metrics (e.g. land cover, landscape share, mean patch size, etc.) and calculation of spectral indices (NDVI, NDII etc.) from Copernicus Satellite Sentinel 2 data and color infrared aerial orthomosaics of the area of ​​interest.• The planning and execution of 66 UAS flights, some of them within the no-fly zone (NFZ) Berlin Schönefeld EDDB. This task also included the collection of approx. 250 GB of drone data (raw data), which contains over 12,000 images and 75 videos of the biotopes.• Preprocessing and georeferencing of UAS-based data sets through Natural Ground Control Points (nGCP).• Use of SfM-MVS photogrammetric 3D reconstruction algorithms and production of high-quality geodata products such as spherical panoramas, orthomosaics, digital surface models (DSM) and cabopy height models (CHM).• Identification of ecosystem services (ES) according to the Common International Classification of Ecosystem Services (CICES V 5.1). Show less

      • Research Assistant

        Jun 2020 - Jun 2021
      • Research Assistant

        Jan 2020 - Aug 2020
    • Bezirksamt Neukölln von Berlin

      Nov 2021 - Jul 2022
      Project Engineer in Environmental Protection and Geographic Information Systems

      Tasks delegated by the Environment and Nature Conservation Office (UmNat):- Creation of an environmental baseline and geographic information system for a biotope with a pond (Fennpfuhl) of approx. 5800 m2 located in the district of Neukölln (Berlin).- Hydrological/GIS modeling to determine hydrographic catchment areas, including climate data analysis and water balance analysis for the period 2015-2021.- Python automation of Sentinel-2 multispectral image data processing for geospatial analysis, including automatic data visualization and calculation of spectral indices (NDVI, NDWI, NDII, etc.). All developed algorithms were successfully tested during the processing of more than 1,200 satellite images. as part of an environmental monitoring program of the urban biotope (ÖKONEU).- Feasibility study of rainwater channeling (rainwater infiltration) in the biotope and review of previous site studies. Show less

    • EFTAS Fernerkundung Technologietransfer GmbH

      Jun 2022 - Aug 2022
      Projektmitarbeiter GIS und Fernerkundung (InVeKoS 2022)
    • VSB Group

      Sept 2022 - now
      GIS-Koordinator
  • Licenses & Certifications

    • Digital Governance

      Erasmus University Rotterdam
      Apr 2022
      View certificate certificate
    • Overview of LiDAR; system variations, data interpretation & applications

      GEO University
      Jul 2022
      View certificate certificate
    • QGIS and Google Earth Engine Python API for Spatial Analysis

      Udemy
      Dec 2021
      View certificate certificate
    • Machine Learning & Data Science A-Z: Hands-On Python 2022

      Udemy
      Feb 2022
      View certificate certificate
    • Geospatial Data Analysis with Python

      Udemy
      Dec 2021
      View certificate certificate
    • Object-based Image Analysis & Classification in QGIS ArcGIS

      Udemy
      Dec 2021
      View certificate certificate
    • Proof of completion of the online training UAS Pilot (A1-A3 Open sub-category)

      EASA - European Union Aviation Safety Agency
      Feb 2020
    • Data Protection for Employees

      Lawpilots
      Jun 2023
    • Information Security for Employees

      Lawpilots
      Jun 2023
    • Information Security: Mobile working

      Lawpilots
      Jun 2023
  • Honors & Awards

    • Awarded to Sebastian Medina
      Stipendiat - Detuschland Stipendium 2020/21 Bundesministerium für Bildung und Forschung & Hochschule für Technik und Wirtschaft (HTW Dresden) Sep 2020 Scholarship for academic excellence
    • Awarded to Sebastian Medina
      Stipendiat - Deutschland Stipendium 2019/20 Bundesministerium für Bildung und Forschung & Hochschule für Technik und Wirtschaft (HTW Dresden) Sep 2019 Scholarship for academic excellence