Download PDF

Profile

Research & Development professional specialized in Machine Learning with focus on visual object understanding and its application to Computer Vision solutions

Skills

Computer Vision

Key-point Detection / Gesture Recognition / Object Recognition / Posture Recognition / Scene Segmentation / Signal Processing

Data Mining

Clustering / Knowledge Representation

Machine Learning

Artificial Neural Networks / Bayesian Classifiers / Convolutional Neural Networks / Dimensionality Reduction / Evolutionary Algorithms / Intelligent Agents / Growing Neural Gas Networks / Natural Language Processing / Recurrent Neural Networks

Programming Languages

C / C++ / Java / Matlab / Python

Software Engineering

CMM / Configuration Management / O.O. Design and Programming / Testing Methodologies

Software Libraries / Tools

Ant / C++ STL / Caffe / CMake / Git / Intel MKL / Keras / Mercurial / OpenMP / PyTorch / SciPy / Subversion / TensorFlow

Languages

  • Spanish: Native Speaker
  • English: Proficient Speaker (CEF)
  • German: Independent Speaker (CEF)

Work Experience

Mar. 2017Present

Senior Research & Development Engineer

Sony Depthsensing Solutions, Belgium
  • Working on supervised Deep Learning applied to cutting-edge 2.5/3D vision technologies with focus on RGB-D based scene segmentation, object detection and classification, gesture recognition, and posture recognition. 
  • Conducting tasks in technology exploration and agile development projects.
  • Following the state-of-the-art of diverse Machine Learning areas through online specializations, workshops, and international conferences.
Sep. 2012Aug. 2016

Research Consultant

Institut für Neuroinformatik, Germany
  • Completed two spin-off projects from the doctoral research focused on unsupervised clustering and co-occurrence of image features to extend previously developed memory frameworks for visual object understanding.
Sep. 2006Aug. 2012

Research Associate

Institut für Neuroinformatik, Germany
  • Developed a biologically inspired memory framework that self-organizes the visual knowledge of object recognition and categorization systems.
  • Contributed to the field of Computational Neuroscience with several article publications in topics related to Machine Learning and Computer Vision.
  • Supervised two B.Sc. and one M.Sc. theses, as well as five lecture courses and workshops, integrating topics from Evolutionary Computation, Organic Computing, Dynamic Field Theory, and other areas of Artificial Intelligence.
  • Worked as senior Software Engineer for the Pattern Recognition and Graph Matching Algorithms (PRAGMA) computer vision library.
Nov. 2002Jul. 2006

Software Engineer

Motorola Solutions, Argentina
  • Participated in eight high quality software development projects within a CMM L5 and ISO 9001 certified process framework.
  • Carried out activities across the software development life cycle:
    • Deeply involved in tasks related to planning, design, development, and testing of software systems.
    • Engaged activities related to requirements gathering and engineering, configuration management, and technology evaluation.
  • Completed coursework in Software Engineering and Artificial Intelligence.
  • Collaborated with corporate partners in the areas of Distributed Computing, Machine Learning, Knowledge Representation, and Data Mining.
Mar. 2002May 2005

Student / Research Assistant

Universidad Nacional de Córdoba, Argentina
  • Undertook research duties under the supervision of Prof. Dr. Sergio A. Cannas to complete graduate studies in Computer Science with the counseling and sponsorship of senior software engineers and program/quality managers from Motorola Solutions.
  • Provided guidance to undergraduate students in workshops from the "Algorithms and Data Structures II" and "Software Engineering I" departments of the Facultad de Matemática, Astronomía y Física.
Oct. 2000Oct. 2001

System Administrator

Universidad Libre del Ambiente, Argentina
  • Carried out Networking, Information Technology support, and Computer Science consulting activities as manager of the Informatics department.

Education