Aktuelle Position und Web-Profile Current position and Web Profiles
Praktische Erfahrungen Work Experience
IT-Kenntnisse IT expertise
Open Source und Open Access Projekte Open Source and Open Access Projects
Ausbildung Education
Ausgewählte Konferenzen & Events Selected Conferences & Events

Dr. Lukas Borke

Aktuelle Position und Web-Profile Current position and Web Profiles
Systemadministrator (Bereich AppOps) bei LOTTO Berlin
lukas@borke.net
LinkedIn Profil LinkedIn profile
GitHub Profil GitHub profile
Praktische Erfahrungen Work Experience
Leiter der KI-Forschung Head of AI Research
Technischer Berater in "specialized computer vision and visual recognition APIs" Technical Consultant in "specialized computer vision and visual recognition APIs"
Forschungsdatenzentrum / Research Data Center (RDC) Research Data Center (RDC)
Softwareentwickler und Data Scientist Software engineer and Data Scientist
IT-Kenntnisse IT expertise
Professionelle Beherrschung:
R, Python, Versionsverwaltung Git, GitHub (inkl. API)
Professional level:
R, Python, version control system Git, GitHub (incl. API)
Programmiersprachen:
R, Python, Visual Studio/C#, VBA, Java, Matlab, SAS, C++, Delphi/Pascal, Prolog, Scheme
Programming languages:
R, Python, Visual Studio/C#, VBA, Java, Matlab, SAS, C++, Delphi/Pascal, Prolog, Scheme
Langzeiterfahrung:
Datenbankpflege und Migration (MySQL, Oracle SQL/Oracle SQL-developer), Systemadministration (Windows und Linux-Server), Web Analytics, Code-Validierung und Dokumentation (YAML/Markdown)
Long-term proficiency:
database maintenance and migration (MySQL, Oracle SQL/Oracle SQL-developer), system administration (Windows and Linux-servers), web analytics, code validation and documentation (YAML/Markdown)
Projekterfahrung (ausgewählte Beispiele):
Project experience (selected examples):
Web-Design:
HTML, PHP, JavaScript, CoffeeScript, D3.js, Node.js, WordPress, AngularJS, jQuery, XML
Web design:
HTML, PHP, JavaScript, CoffeeScript, D3.js, Node.js, WordPress, AngularJS, jQuery, XML
Google Produkte:
Google Cloud Vision (inkl. API), Google Cloud Translation (inkl. API), Google Analytics (inkl. API), Google Trends
Google products:
Google Cloud Vision (incl. API), Google Cloud Translation (incl. API), Google Analytics (incl. API), Google Trends
REST API Programmierung:
Implementation einer eigenen Google Cloud Vision API Anbindung in Python (3.6.2), da die offizielle Python Bibliothek von Google nicht die nötige Flexibilität und Performance liefert. Realisierung über hochperformante "batch requests" und Standard-Python-Bibliotheken: requests, base64, os, json.
REST API programming:
Implementation of an own Google Cloud Vision API binding in Python (3.6.2), as the official Google's Python library doesn't provide the necessary flexibility and performance. Realization by means of high-performant "batch requests" and standard Python libraries: requests, base64, os, json.
Cloud- und SaaS-Dienste:
Amazon Rekognition, Microsoft Cognitive Services, zahlreiche Start-Ups aus New York, Miami, Paris etc., die CNN-basierte State-of-the-Art "computer vision and visual recognition"-Methoden anbieten.
Cloud and SaaS services:
Amazon Rekognition, Microsoft Cognitive Services, numerous startups from New York, Miami, Paris etc. offering CNN-based state-of-the-art "computer vision and visual recognition"-methods.
Web scraping:
Produktbeschreibungen können u.a. von diesen Online-Shops und Vergleichsportalen automatisch ausgelesen werden: Amazon, Idealo, Porta, Discount (Realisierung über Python-Bibliotheken: bs4, BeautifulSoup, requests, urllib).
Web scraping:
Product descriptions can be automatically harvested from various online stores and comparison shopping websites, among them: Amazon, Idealo, Porta, Discount (used Python libraries: bs4, BeautifulSoup, requests, urllib).
Cloud Computing und Parallelisierung von Algorithmen:
unter Windows, Linux-Servern (CentOS, Ubuntu), Google Compute Engine, Amazon Web Services
Cloud computing and parallelization of algorithms:
under Windows, Linux-servers (CentOS, Ubuntu), Google Compute Engine, Amazon Web Services
Open Source und Open Access Projekte Open Source and Open Access Projects
BitQuery: GitHub API angetriebene und D3 basierte Suchmaschine für Open-Source-Repositorien (Details auf GitHub) BitQuery: GitHub API driven and D3 based search engine for open source repositories (Details on GitHub)
CRAN & GitHub Mining Infrastruktur CRAN & GitHub Mining infrastructure
D3 für Visual Analytics: Quellcode, Bibliotheken, Software-Komponenten D3 for Visual Analytics: source code, libraries, components
Ausbildung Education
2017
Humboldt-Universität zu Berlin
Doktor der Wirtschaftswissenschaft (Ph.D.) im Fach Statistik
Doktorarbeit: Dynamic Clustering and Visualization of Smart Data via D3-3D-LSA
Humboldt University of Berlin
Doctor of Economic Sciences (Ph.D.) in the field of Statistics
Doctoral thesis: Dynamic Clustering and Visualization of Smart Data via D3-3D-LSA
2007
Universität Hannover
Diplom (Master's Degree) in Mathematik, Nebenfach Informatik
University of Hannover
Master's Degree in Mathematics, minor subject Computer Science
Ausgewählte Konferenzen & Events Selected Conferences & Events
GitHub Satellite 2019, Conference + Workshop Day, Berlin, Mai 2019 GitHub Satellite 2019, Conference + Workshop Day, Berlin, May 2019
ECCV 2018 - European Conference on Computer Vision, Technische Universität München, September 2018 ECCV 2018 - European Conference on Computer Vision, Technical University of Munich, September 2018
AWS Pop-up Loft, München, November 2017 AWS Pop-up Loft, Munich, November 2017
AWS Transformation Day, Köln, Oktober 2017 AWS Transformation Day, Cologne, October 2017
DSSV 2017 - Data Science, Statistics & Visualisation conference, Lissabon - Portugal DSSV 2017 - Data Science, Statistics & Visualisation conference, Lisbon - Portugal
OR2015 - OPTIMAL DECISIONS & BIG DATA, Wien OR2015 - OPTIMAL DECISIONS & BIG DATA, Vienna