Resume

I have over 10 year experience working as R&D Engineer, focusing on digital signal and image processing, machine learning, data visualization, numerical modeling and simulation.

I received my PhD from the Technical University of Madrid in 2009, working on the field of ultrasonic NDT, modeling and simulation.

Experience:

  • Development of systems based on Machine Learning and Data Visualization.
  • Development of novel inspection and imaging systems for ultrasonic technologies.
  • Numerical modeling and simulation using GPU Computing (OpenCL) .
  • Development of software (real-time acquisition, data processing and visualization).
  • Development of 2D/3D viewers and processing tools for Point Clouds (Lidar & Laser Scanning).

Now I am with Telespazio Iberica, working on image processing and machine learning R&D for synthetic aperture radar (SAR) imagery and applications.

I enjoy solving any problem with python and machine learning techniques. I am very interested in deep learning research and data science applications.

Interests

Scientific computing; Software Development; digital signal and image processing; machine learning; Artificial Intelligence; Deep Learning; Computer Vision; Ultrasonic NDT; Wave propagation modeling; Ultrasonic tomography;

Technical Skill

  • Modeling, simulation and optimization
  • System Integration, Algorithm development
  • Data visualization
  • Data processing, Pattern Recognition, Machine Learning
  • Signal & Image processing
  • Ultrasonic Nondestructive Evaluation, NDE
  • C/C++/C#/Matlab/Python;
  • Windows/MacOSX/Linux;
  • Parallel Programming via PyOpenCL (CPUs/GPUs);
  • DSP & Microcontroller Programming

Professional experience

Image processing and machine learning R&D Engineer

Telespazio Ibérica, Madrid Spain January 2014 – to date Satellite imagery processing tasks in the international project SAR4ip ("Image Processing Technologies: an advanced imagery intelligence project"). Automatic Target Detection (ATD) and Recognition (ATR) in Synthetic Aperture Radar (SAR) imagery. Point Cloud Processing and Surface reconstruction techniques

R&D, NDT Engineer

Instituto de Tecnologías Físicas y de la Información (CSIC), Madrid Spain July 2013 – December 2013 Parallel computing using OpenCL (GPGPU): SimNDT Simulator (https://sites.google.com/site/miguelmolero/Software) https://github.com/mmolero/SimNDT

Core developer in the design and implementation of the Systems UTIS (Ultrasonic Tomography Inspection System) & RUIS (Radial Ultrasonic Inspection System). These systems comprise of tailored mechanical systems, electronic control systems via microcontrollers and associated software for acquisition and imaging.

Software Engineer

GEOASBUILT, Madrid Spain Febraury 2013 – July 2013. Laser scanning tunnel data management. Developing 2D/3D viewer software and automated position systems. Consultant on automation systems and 3D viewer software. Point Cloud Processing https://youtu.be/bhriBj-LxAY

Postdoctoral Researcher

Centro de Acústica Aplicada y Evaluación No Destructiva, CAEND (UPM-CSIC), , Madrid Spain May 2010 – January 2013. Numerical modeling of ultrasonic inspection systems and ultrasonic wave propagation. Development of ultrasonic imaging inspection systems and software. Development of a simulation software for Ultrasonic NDT using GPU Computing (Python/C/PyOpenCL). Signal and image processing applications.

Research assistant

Instituto de Automática Industrial, Madrid Spain November 2005 – April 2010. Research on ultrasonic nondestructive testing, wave propagation modeling, micromechanics, material characterization, digital signal and image processing.

Material characterization using homogenization schemes (micromechanics and multiple scattering theories) Development of novel techniques for the measurements of frequency-dependent ultrasonic phase velocity and attenuation

Assistant professor

Faculty of Engineering, UNAM, México October 2002 – March 2005 Digital signal processing. Co-Author of DSP academic Book: "Arquitecturas de DSPs, familias TMS320C54x y TMS320C54xx, y aplicaciones", L. Escobar, B. Psenicka, M. Molero, Edición Provisional, FI,-UNAM, México 2005, pp 191.

Education

  • Ph.D. at Technical University of Madrid, UPM (Spain, 2009)

  • D.E.A. (Diploma of Advanced Studies) at School of Telecommunications Engineering, UPM (Spain, 2007)

  • M.E.E. (Digital signal processing) at National Autonomous University of Mexico, UNAM (México, 2005)

  • B. Eng (Electronic Engineering) at National Autonomous University of Mexico, UNAM (México, 2004)

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