Dr. Bin Cheng

Angestellt, Senior Software and Data Architect, Springer Nature

Sandhausen, Deutschland

Fähigkeiten und Kenntnisse

more than ten years development and research exper
big data
online advertising
media streaming; experts in C/C++
Java
JavaScript
HTML5
Python familiar with Storm
gstreamer
nodejs
redis
mongoDB
openStack
IoT
stream processing
golang
System
Data Management
Machine Learning
Data Architecture
Docker
Apache Spark
Research and Development
ETL
Linux
Cloud Computing
Kubernetes
ci/cd
active learning
knowledge graph
airflow
apache ray
Natural Language Processing (NLP)
Artificial intelligence
REST
Spring Framework
Apache Kafka
Git
Data Warehouse
Architecture
Analytics
DevOps
Engineering
GCP
NLP

Werdegang

Berufserfahrung von Bin Cheng

  • Bis heute 1 Jahr und 9 Monate, seit Okt. 2022

    Senior Software and Data Architect

    Springer Nature

    tuning data into knowledge; ML/AI for data manage and data-driven products/solutions

  • 8 Jahre und 4 Monate, Juli 2014 - Okt. 2022

    Senior researcher

    NEC Laboratories Europe

    IoT edge analytics, big data, edge computing

  • 3 Jahre, Juli 2011 - Juni 2014

    Research Scientist

    NEC Laboratories Europe

    1) collaborative web browsing without browser plugin/extension for assisted CRM/online shopping, with consideration of user privacy; 2) cloud-based media pipeline engine for processing media content on top of Cloud IaaS in a flexible, scalable, and economic way; 3) multi-device web application platform for building a multi-device application ecosystem to provide seamless and consistent multi-device user experience; 4) user engagement analytics for understanding how users are engaged with your content;

  • 2 Jahre und 1 Monat, Juli 2009 - Juli 2011

    post-doctoral researcher

    Max Planck Institute for Software Systems

    1) design and implementation of the ad targeting algorithms in a privacy preserving online advertising system called Privad; 2) measurement study of online advertising systems, such as Google and Facebook.

  • 7 Monate, Dez. 2008 - Juni 2009

    Visiting Scholar

    Hongkong University of Science and Technology (HKUST)

    performance modeling and analysis of peer-to-peer Video-on-Demand Systems

  • 1 Jahr und 6 Monate, Juli 2006 - Dez. 2007

    Research Intern

    Microsoft Research Asia (MSRA)

    1) design, implementation and deployment of a peer-to-peer video-on-demand system called GridCast. 2) trace analysis and performance improvement of the GridCast VoD system with peer assistance;

Ausbildung von Bin Cheng

  • 3 Jahre und 10 Monate, Sep. 2005 - Juni 2009

    computer science

    Huazhong University of Science and Technology

    peer-to-peer video-on-demand

Sprachen

  • Englisch

    -

  • Chinesisch

    -

Interessen

cloud computing
media services
big data analytics
and online advertising systems.

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