Dr. Lukas Borke
Aktuelle Position und Web-Profile
Current position and Web Profiles
Leiter der KI-Forschung (Head of AI Research) bei SCHNELLmedia
lukas@borke.net
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
Ausbildung
Education
2017 |
Humboldt-Universität zu Berlin
Doktor der Wirtschaftswissenschaft (Ph.D.) im Fach Statistik
Humboldt University of Berlin
Doktorarbeit: Dynamic Clustering and Visualization of Smart Data via D3-3D-LSA
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 HannoverMaster's Degree in Mathematics, minor subject Computer Science
|