Deep Learning Engineer

• Oct 2021 - Present

Internship | Deep Learning and CFD

• Mar 2021 - Sep 2021

Research internship | Land Cover Satellite-based Classification

• Apr 2020 - Aug 2020

Land cover classification based on remotely sensed data using a classification algorithm at the Faculty of Aerospace Engineering of TU Delft. Matlab programming applied to big data. Learning and research on different methods applied to satellite data processing and classification. Assessment of the efficiency of the classifier trained with Copernicus data sets. Enhancement of the existing code to make the code suitable for Landsat-7 data: - Retrieval of satellite data over… Show more Land cover classification based on remotely sensed data using a classification algorithm at the Faculty of Aerospace Engineering of TU Delft. Matlab programming applied to big data. Learning and research on different methods applied to satellite data processing and classification. Assessment of the efficiency of the classifier trained with Copernicus data sets. Enhancement of the existing code to make the code suitable for Landsat-7 data: - Retrieval of satellite data over a given region and period of time - Snipping and reshaping the data to get the desired sample - Data pre-processing by time interpolation and noise processing with a Savitzky-Golay filter - Evaluation of data pre-processing with Fourier transforms - Evaluation of the classification using confusion matrices Toolbox Matlab : - Mapping Toolbox - Parallel Computing Toolbox Half in part-time, the other half in full-time. Show less Land cover classification based on remotely sensed data using a classification algorithm at the Faculty of Aerospace Engineering of TU Delft. Matlab programming applied to big data. Learning and research on different methods applied to satellite data processing and classification. Assessment of the efficiency of the classifier trained with Copernicus data sets. Enhancement of the existing code to make the code suitable for Landsat-7 data: - Retrieval of satellite data over… Show more Land cover classification based on remotely sensed data using a classification algorithm at the Faculty of Aerospace Engineering of TU Delft. Matlab programming applied to big data. Learning and research on different methods applied to satellite data processing and classification. Assessment of the efficiency of the classifier trained with Copernicus data sets. Enhancement of the existing code to make the code suitable for Landsat-7 data: - Retrieval of satellite data over a given region and period of time - Snipping and reshaping the data to get the desired sample - Data pre-processing by time interpolation and noise processing with a Savitzky-Golay filter - Evaluation of data pre-processing with Fourier transforms - Evaluation of the classification using confusion matrices Toolbox Matlab : - Mapping Toolbox - Parallel Computing Toolbox Half in part-time, the other half in full-time. Show less

Research internship | Numerical simulation of acoustic streaming

• Jun 2019 - Jul 2019

Research internship at the fluid dynamics laboratory DynFluid of ENSAM. Numerical simulation of acoustic streaming. Acoustic streaming is a term used to describe the transport of fluid particles using acoustic waves. In addition to this fluid flow, there are thermoacoustic effects. Thermal transfer phenomena are studied in particular to develop ever more efficient and less polluting thermal machines. Refrigeration machines using thermoacoustic pumping to operate have the advantage… Show more Research internship at the fluid dynamics laboratory DynFluid of ENSAM. Numerical simulation of acoustic streaming. Acoustic streaming is a term used to describe the transport of fluid particles using acoustic waves. In addition to this fluid flow, there are thermoacoustic effects. Thermal transfer phenomena are studied in particular to develop ever more efficient and less polluting thermal machines. Refrigeration machines using thermoacoustic pumping to operate have the advantage of requiring few mechanical parts and using neutral gases. On the other hand, their efficiency is very low. This is why research is being conducted on the subject : understanding this flow in order to increase its thermal efficiency. During an internship at the fluid dynamics laboratory DynFluid , I had the opportunity to discover digital research around the study of this acoustic streaming. - Consultation of the scientific documentation - Prioritization of objectives in taking into account calculation times cost - Identification of relevant cases to be analyzed - Data analysis and visualization in Python (Numpy, Matplotlib, Pandas) - Working in collaboration with a research team Show less Research internship at the fluid dynamics laboratory DynFluid of ENSAM. Numerical simulation of acoustic streaming. Acoustic streaming is a term used to describe the transport of fluid particles using acoustic waves. In addition to this fluid flow, there are thermoacoustic effects. Thermal transfer phenomena are studied in particular to develop ever more efficient and less polluting thermal machines. Refrigeration machines using thermoacoustic pumping to operate have the advantage… Show more Research internship at the fluid dynamics laboratory DynFluid of ENSAM. Numerical simulation of acoustic streaming. Acoustic streaming is a term used to describe the transport of fluid particles using acoustic waves. In addition to this fluid flow, there are thermoacoustic effects. Thermal transfer phenomena are studied in particular to develop ever more efficient and less polluting thermal machines. Refrigeration machines using thermoacoustic pumping to operate have the advantage of requiring few mechanical parts and using neutral gases. On the other hand, their efficiency is very low. This is why research is being conducted on the subject : understanding this flow in order to increase its thermal efficiency. During an internship at the fluid dynamics laboratory DynFluid , I had the opportunity to discover digital research around the study of this acoustic streaming. - Consultation of the scientific documentation - Prioritization of objectives in taking into account calculation times cost - Identification of relevant cases to be analyzed - Data analysis and visualization in Python (Numpy, Matplotlib, Pandas) - Working in collaboration with a research team Show less

Engineering internship | Design office

• Sep 2017 - Dec 2017

Architectural acoustic engineering internship in a design office. - Analysis and application of decrees and regulatory documents - 3D modeling of rooms and architectural elements from AUTOCAD plans - Use of CATT Acoustic - Analysis of sound classification of land infrastructures and noise exposure plan - Establishment of minimum acoustic performance objectives, interior and exterior, according to the cases studied and the means to be implemented to respect them -… Show more Architectural acoustic engineering internship in a design office. - Analysis and application of decrees and regulatory documents - 3D modeling of rooms and architectural elements from AUTOCAD plans - Use of CATT Acoustic - Analysis of sound classification of land infrastructures and noise exposure plan - Establishment of minimum acoustic performance objectives, interior and exterior, according to the cases studied and the means to be implemented to respect them - Training in the Acoubat software - Acoustic measurement - Vibratory measurement - Drafting of internal acoustics calculation notes, exterior acoustics study notes, vibratory notes and of preliminary outline and final design tender documents - Production of acoustic plans Show less Architectural acoustic engineering internship in a design office. - Analysis and application of decrees and regulatory documents - 3D modeling of rooms and architectural elements from AUTOCAD plans - Use of CATT Acoustic - Analysis of sound classification of land infrastructures and noise exposure plan - Establishment of minimum acoustic performance objectives, interior and exterior, according to the cases studied and the means to be implemented to respect them -… Show more Architectural acoustic engineering internship in a design office. - Analysis and application of decrees and regulatory documents - 3D modeling of rooms and architectural elements from AUTOCAD plans - Use of CATT Acoustic - Analysis of sound classification of land infrastructures and noise exposure plan - Establishment of minimum acoustic performance objectives, interior and exterior, according to the cases studied and the means to be implemented to respect them - Training in the Acoubat software - Acoustic measurement - Vibratory measurement - Drafting of internal acoustics calculation notes, exterior acoustics study notes, vibratory notes and of preliminary outline and final design tender documents - Production of acoustic plans Show less