
Sebastian Medina
Technical advisor

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

Stanford University Department of Computer Science
2023 - 2023Specialisation Machine LearningThe 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 - 2017Civil Engineer Engineering and TechnologyActivities and Societies: Research Group on Environmental Policy, Information and Management (PIGA) Student assistant of the Faculty of Engineering
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Hochschule für Technik und Wirtschaft Dresden (HTW Dresden)
2018 - 2021M.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 2014Technical advisorConsultant 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 2018Audit EngineerSupervision 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
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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 2021Research Assistant
Jan 2020 - Aug 2020

Bezirksamt Neukölln von Berlin
Nov 2021 - Jul 2022Project Engineer in Environmental Protection and Geographic Information SystemsTasks 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 2022Projektmitarbeiter GIS und Fernerkundung (InVeKoS 2022)
VSB Group
Sept 2022 - nowGIS-Koordinator
Licenses & Certifications
- View certificate

Digital Governance
Erasmus University RotterdamApr 2022 - View certificate

Overview of LiDAR; system variations, data interpretation & applications
GEO UniversityJul 2022 - View certificate

QGIS and Google Earth Engine Python API for Spatial Analysis
UdemyDec 2021 - View certificate

Machine Learning & Data Science A-Z: Hands-On Python 2022
UdemyFeb 2022 - View certificate

Geospatial Data Analysis with Python
UdemyDec 2021 - View certificate

Object-based Image Analysis & Classification in QGIS ArcGIS
UdemyDec 2021 
Proof of completion of the online training UAS Pilot (A1-A3 Open sub-category)
EASA - European Union Aviation Safety AgencyFeb 2020
Data Protection for Employees
LawpilotsJun 2023
Information Security for Employees
LawpilotsJun 2023
Information Security: Mobile working
LawpilotsJun 2023
Honors & Awards
- Awarded to Sebastian MedinaStipendiat - 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 MedinaStipendiat - Deutschland Stipendium 2019/20 Bundesministerium für Bildung und Forschung & Hochschule für Technik und Wirtschaft (HTW Dresden) Sep 2019 Scholarship for academic excellence
Languages
- enEnglish
- geGerman
- spSpanish
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