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Cognitive System Engineering

Knowledge analysis, design and programming of cognitive systems. Development of systems for searching, making and planning decisions (decision making, action selection and planning)

The specialist will need to develop a decision-making system in complex and dynamic information environments. The specialist will also need to develop a cognitive information (knowledge) processing system together with the Knowledge Engineer.

General IT requirements:

• knowledge of Python3 / С ++ / C # / Java;

• understanding of complex data structures;

• desirable experience in the field of programming robotics.

• knowledge of basic network protocols and client-server architecture;

• experience in creating microservice architectures.

• Experience in creating multi-agent systems.

• Git experience;

• experience with SQL and No SQL databases (in particular with graph databases);

• understanding and applying complex design patterns (for example, Blackboard);

• Good problem solving skills, algorithm development, system design

General requirements for data analysis and big data:

• experience with Machine Learning (techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision tree, clustering, artificial neural networks, GAN, genetic algorithms, etc.);

• experience with deep learning;

• experience with Reinforcement learning;

• Experience of Natural Language Processing and in particular Information Extraction;

• experience in standard technologies of data science (PyTorch, Pandas, Keras, SciPy, SciKit, Tensorflow, NumPy, MatLab, etc.);

• Experience in creating data storage and processing architecture and knowledge (data architectures, data models, data warehouses / data lakes).

• Knowledge of the semantic web

Cognitive Systems Requirements:

• successful experience in creating cognitive decision-making systems and knowledge representation (action selection, planning, knowledge representation, analogy making)

• experience with automated control systems.

Квалификация: Программирование на C#, Программирование на C++, Интеллектуальный анализ данных, Java, Machine Learning (ML)

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О работодателе:
( 0 отзыв(-а, -ов) ) Russian Federation

ID проекта: #19416040

19 фрилансеров(-а) в среднем готовы выполнить эту работу за $57/час

TenStar718

Hello, how are you? I am a python programming expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot object detection and recognition projects . (car number plate detect and Больше

$55 USD / час
(45 отзывов(-а))
6.8
RaspberryOculus

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(8 отзывов(-а))
6.4
dstepanenko

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$50 USD / час
(19 отзывов(-а))
4.8
mikeitexpert

Dear Employer, I have extensive experience in C/C#, Python, Java. I can develop deep learning using tensor-flow and keras. Please let me know if you are interested.

$55 USD / час
(22 отзывов(-а))
4.3
omanasoft

Hi I will be able to create a Rules-base using only description of the rules in a natural language like English. This can be combined with semantic reasoning - for inference. I propose a Java solution built on t Больше

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(3 отзывов(-а))
3.9
sapotacorp

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2.9
ZhenG2019

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2.4
psdhillon

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(2 отзывов(-а))
2.2
ach5a2e047c07af0

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(1 отзыв)
2.0
joracab

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3.2
newmindstech

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0.0
YCC2011

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acka3a5

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0.0
liuyouguang

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0.0
nikhilmalil944

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(0 отзывов(-а))
0.0
AlanoMartins

Hi, I've a master degree in artificial inteligence and work in for international companies with machine learning projects.

$61 USD / час
(0 отзывов(-а))
0.0
Latex000

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$50 USD / час
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0.0
maqusa

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0.0