12/21/2024 updated

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Machine Learning Engineer & Researcher with Cybersecurity Expertise

Bratislava, Slovakia
Worldwide
Master of Engineering – Computer Science, Cybernetics
Bratislava, Slovakia
Worldwide
Master of Engineering – Computer Science, Cybernetics

Profile attachments

CV_Hollý_Oliver_EN.pdf

Artificial IntelligenceAmazon Web ServicesArtificial Neural NetworksComputer VisionBig DataC++ (Programming Language)Cloud ComputingComputer SecurityLabelingApache HadoopPython (Programming Language)Machine LearningNatural Language ProcessingTensorFlowTransformers (Electrical)Software EngineeringWorkflowsSecurity SystemsData ScienceApache SparkQuality ControlDeep LearningKubernetesMachine Learning OperationsGPTDocker
Machine Learning and AI
Expertise in Machine Learning, Deep Learning, and AI technologies including TensorFlow, Neural Networks, and MLOps.

Cybersecurity
Proficiency in Cybersecurity, XDR Data, and implementation of security solutions like EDR/XDR systems.

Software Development
Strong background in Software Development using Python, C++, and various frameworks and tools such as Docker, AWS, and Kubernetes.

Data Science and Big Data
Experience with Data Science techniques, Big Data technologies including Spark, Hadoop, and data creation and labelling workflows.

Cloud Computing
Familiarity with Cloud technologies and services, particularly AWS.

Natural Language Processing
Knowledge of NLP techniques including GPT, Attention mechanisms, and Transformers.

Computer Vision
Skills in Computer Vision applications and quality control.
 

Languages

EnglishFluentSlovakNative speaker

Project history

Machine Learning Engineer & Researcher

Seerlinq, s.r.o
Working on next-generation healthcare diagnostics using non-invasive techniques and advanced Machine Learning approaches for Heart Failure prevention.

Senior Machine Learning Engineer & Researcher

ESET, s.r.o
Designed, implemented, and led the delivery of an ML pipeline solution for ESET Inspect EDR/XDR to enhance SOC efficiency. Responsible for various ML/AI projects and research teams.

Cyber Security Analyst (Internship)

ENISA
Internship at the European Union Agency for Cybersecurity in Hague, Netherlands.

Software Developer

DATALAN, a.s.
C/C++ Software Development, Computer Vision, Quality Control

Research Scientist

National Centre of Robotics
Low-level programming, Robot Operating System, Self-driving

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