a Randstad company

Experienced Machine Learning Engineer with a focus in Computer Vision and Natural Language Processing (NLP)

Profil
Top-Skills
Python computer vision openCV TensorFlow keras c++ NLP Spacy NLTK Künstliche Intelligenz Bildverarbeitung AWS Azure SQL PostgreSQL Deep Learning scikit learn Statistik Algorithmen Machine Learning OCR Mathematik MATLAB
Verfügbar ab
02.08.2022
Noch verfügbar - Schnell sein lohnt sich: Der Experte kann bereits für Projekte vorgesehen sein.
Verfügbar zu
50%
davon vor Ort
5%
Einsatzorte

PLZ-Gebiete
Länder
Ganz Deutschland, Österreich, Schweiz
Remote-Arbeit
möglich
Art des Profiles
Freiberufler / Selbstständiger
Der Experte ist als Einzelperson freiberuflich oder selbstständig tätig.

1 Jahr 3 Monate

2021-06

heute

Defect detection in Collectables

Senior Computer Vision Engineer Python OpenCV AWS ...
Rolle
Senior Computer Vision Engineer
Projektinhalte
  • Building computer vision algorithms for card and coin defect evaluation. Quality assurance for collectibles

  • Communicating with operations (graders), backend services, and the mobile developer, to assure that all the computer vision algorithms are running correctly

Kenntnisse
Python OpenCV AWS Matplotlib TensorFlow Keras
Kunde
Rare Edition
Einsatzort
Remote
1 Jahr 10 Monate

2019-08

2021-05

Preparing Machine Learning/Data Science project proposals for customers

4 Monate

2020-04

2020-07

invoice data extraction

Data Scientist / Computer Vision Engineer Python OpenCV spaCy ...
Rolle
Data Scientist / Computer Vision Engineer
Projektinhalte

Built an invoice data extraction algorithm for a private German digital post service

Kenntnisse
Python OpenCV spaCy Azure Cognitive Services
Einsatzort
Remote
8 Monate

2019-08

2020-03

object detection and tracking algorithm for counting objects in 3D Computed Tomography images

Data Scientist / Computer Vision Engineer Python OpenCV Keras ...
Rolle
Data Scientist / Computer Vision Engineer
Projektinhalte

Built an object detection and tracking algorithm for counting objects in 3D Computed
Tomography images of vehicle parts. Reduced the human (worker) time from ~120 minutes to
5 minutes

Kenntnisse
Python OpenCV Keras TensorFlow sci-kit learn Kalman Filters Azure
Einsatzort
Remote
4 Monate

2019-04

2019-07

Change detection in Airplane Cabin using Radio Frequency Signals

Data Science Scientist Python Deep Learning
Rolle
Data Science Scientist
Projektinhalte

System design of change detection in Airplane Cabin using Radio Frequency Signals

Kenntnisse
Python Deep Learning
Kunde
AIRBUS
Einsatzort
Ottobrunn
6 Monate

2018-11

2019-04

pore detection algorithm in 3D CT-Scans

Data Science Scientist Python TensorFlow Keras ...
Rolle
Data Science Scientist
Projektinhalte

Built a pore detection algorithm in 3D CT-Scans of airplane parts with 99.x% accuracy.

Kenntnisse
Python TensorFlow Keras sci-kit learn and AWS
Kunde
Airbus
Einsatzort
Ottobrunn
3 Jahre 5 Monate

2015-06

2018-10

Facade Segmentation form Images /Facade Segmentierung vom Bilder

Research Assistant and Developer C++ OpenCV Python ...
Rolle
Research Assistant and Developer
Projektinhalte
  • Built a Semantic Scene Segmentation algorithm for façade images, which is state-of-the-art for small datasets.

  • Created a dataset for detailed facade segmentation, including transoms and mullions of windows. First analyzed and considered these data for creating high-quality 3D building models.

  • Built a complete pipeline for façade segmentation from data acquisition up to deployment

Kenntnisse
C++ OpenCV Python TensorFlow and Matlab
Kunde
Bundeswehr University Munich, Institute of Applied Computer Science
Einsatzort
Neubiberg
6 Monate

2014-12

2015-05

matching algorithm

Machine learning engineer Python SQL sci-kit learn ...
Rolle
Machine learning engineer
Projektinhalte

Built a matching algorithm of user-profiles with problem descriptions. Improved the accuracy by more than 50%

Kenntnisse
Python SQL sci-kit learn and CherryPy
Kunde
zyncd
Einsatzort
Munich
1 Jahr

2011-10

2012-09

Teaching

Computer lab teacher
Rolle
Computer lab teacher
Projektinhalte

Taught Courses: Calculus 1 and 3, Discrete mathematics 1 and 2 and Basics of IT

Kunde
Faculty of Computer Science and Engineering, Skopje, Macedonia

2 Jahre 1 Monat

2020-10

2022-10

Microsoft Certified: Azure Data Scientist Associate

4 Jahre 7 Monate

2015-06

2019-12

PhD

PhD in Computer Science, Bundeswehr University Munich
Abschluss
PhD in Computer Science
Institution, Ort
Bundeswehr University Munich
Schwerpunkt

Thesis: ?Facade Interpretation from Images?, Grade 1.3 - Magna Cum Laude.

2 Jahre 2 Monate

2012-10

2014-11

Master Strudies in Computer Science

M.Sc. Informatik, TU München
Abschluss
M.Sc. Informatik
Institution, Ort
TU München
Schwerpunkt

Master thesis: ?Coreference Resolution in Biomedical Full Text?, Used: Java, Solr, and C++. Grade: 1.0

4 Jahre 1 Monat

2008-09

2012-09

Computer Science module Software Engineering

B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering), University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
Abschluss
B.Sc.- Eng. (Graduated Engineer of Computer Science module Software Engineering)
Institution, Ort
University ?SS Cyril and Methodius?, Faculty of Computer Science and Engineering
Schwerpunkt

GPA 9.85/10.00. Thesis: ?Text Mining of Clustered News?. Used: Java and Tapestry. Grade: 10/10

  • Data Science

  • Data Scientist

  • Computer Vision Engineer

English Verhandlungssicher
Albanian Muttersprache
German Fortgeschritten
Macedonian Verhandlungssicher
Serbian Verhandlungssicher
Croatian Verhandlungssicher

Top Skills
Python computer vision openCV TensorFlow keras c++ NLP Spacy NLTK Künstliche Intelligenz Bildverarbeitung AWS Azure SQL PostgreSQL Deep Learning scikit learn Statistik Algorithmen Machine Learning OCR Mathematik MATLAB
Produkte / Standards / Erfahrungen / Methoden

Libraries and Packages:

  • OpenCV

  • TensorFlow

  • Keras

  • Sci-kit learn

  • Matplotlib

  • Azure

  • AWS

Algorithms:

  • Convolutional Neural Networks

  • Random Forests

  • Ensemble Methods

  • Linear Models

Programmiersprachen
Python
Experte
C++
Fortgeschritten
SQL
Datenbanken
Postgres SQL
Fortgeschritten

Papers, Awards and honors: on request

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