Colleen Nelson

Abschluss: Master of Science, Technische Universität Chemnitz

Gifhorn, Deutschland

Fähigkeiten und Kenntnisse

Machine Learning
Natural Language Processing (NLP)
Python
Data Analysis
Computer Vision
C#
Open CV
MatLab
Scikit-Learn
Tensorflow
R programming language
Simulink

Werdegang

Berufserfahrung von Colleen Nelson

  • Bis heute 6 Jahre und 1 Monat, seit Juni 2018

    Project Engineer

    IAV
  • 10 Monate, Aug. 2017 - Mai 2018

    Master Thesis

    IAV

    Created a tool for the automatic hierarchical classification of document. Various Natural Language Processing steps were used for preprocessing the documents. SVM and Neural network were the two Machine Learning algorithms that were used for the training of the system. The thesis was programmed in Python using libraries such as numpy, scikit-learn, pandas, tensorflow.

  • 1 Jahr, Aug. 2014 - Juli 2015

    Software Engineer

    Capgemini India

    - Performed project development on SAP ABAP for international client. - Worked on various SAP ABAP objects

  • 2 Monate, Jan. 2014 - Feb. 2014

    Project Student

    Bharat Electronics Limited

    Worked on a project - Control of AMF Panel by PIC18F97J60-UC with Led, LCD & Keyboard Interface. Control of AMFPANEL along with the interface with peripherals such as LCD (liquid crystal display), keyboard (5x5), LED and interface through RS-485 via PIC18F97J60 microcontroller

Ausbildung von Colleen Nelson

  • 2 Jahre und 8 Monate, Okt. 2015 - Mai 2018

    Embedded system

    Technische Universität Chemnitz

    Machine Learning, Computer Vision, Digital Systems, Real time Systems,Digital Signal Processing

  • 3 Jahre und 11 Monate, Aug. 2010 - Juni 2014

    Telecommunications engineering

    B.M.S. Institute of Technology

    Image Processing, Embedded System Design, Signal Processing, MatLab, Control Systems

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

Interessen

Machine Learning
Data Science
Computer Vision
Advanced driver assistance systems
Reading
Music
Python
Embedded Systems
Embedded C
C++
Natural language processing

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