István Mandák Email & Phone Number

Amsterdam, Nh, Nl

Amsterdam, Nh, Nl

Amsterdam, Netherlands

Amsterdam, Netherlands

Amsterdam Area

Amsterdam, Netherlands

As a Principal Machine Learning Researcher/Engineer research, develop and architect novel computer vision and machine learning solutions and pipelines for identity document identification, verification and biometrics. Analyse product data, model usage to target needs or weaknesses of the product. Transaction monitoring and Continous Identity Fraud detection. (Python/C++,PyTorch,AWS,Data Science, Deep Learning) As the Technical Lead of Research, develop technical operational plan(s). Identify key research objectives, design the corresponding research experiments lead and contribute to those from prototype till product release. Supervise research teams and provide guidance and feedback to them to improve effectiveness and delivery. Mentor team members. Report progress of the development to senior leadership regularly.

Haarlem, Netherlands

Develop and architect novel computer vision algorithms and pipelines for document identification/verification. Research, design and implement machine learning/deep learning based solutions in classification, authentication and biometrics domain. (C++/Python,Caffe,PyTorch,AWS,Deep Learning)

San Francisco

Used computer vision, machine learning and natural language processing to classify and transcribe massive amount of real-time captured grocery receipts. Took part in the data architecture design and implementation. Full-stack development. (Python,JS, OpenCV, Django, AWS, Amazon MTurk, Git)

Budapest, Hungary

Lead a very small computer vision and machine learning team. Design and take part in the development of various video security features of the 3 and 5 MP security cameras. (C++/TI, Linux, embedded system)

Lisbon, Portugal

Designed and implemented of a video based audience measurement software using real-time computer vision, face/object detection/tracking and classification methods in order to make real-time audience research. Designed and implemented of digital signage applications based on Arduino platform. (C/C++,Python,OpenCV)

Develop digital signage and video based multi-touch solutions. (C++/C#)

Developer in a Deutsche Telecom’s billing project. (Perl)

Took part in the design and development of an embedded vibration analysis software core to implement safety monitoring on turbine machines. (C/Lint)

Designed an image preprocessing module for a Document Management Software to automatically classify documents and detect and resolve scanning failures. (C#)