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.
19 фрилансеров(-а) в среднем готовы выполнить эту работу за $57/час
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.
Hey, This is Avesh ,CTO eulerslab.com. We have finished lot of complex problems in field of AI and ML. We would want to your partner in current project you have Looking forward to talk to you .
Dear Hiring Manager, I am very interested in the job posted. I have the working experience required by this position. Thanks for your consideration. Youguang Liu
sir , I am new in this field ,I have no experience but believe me I am hardworking guy ,I give my 100% to complete this project. If you don't impressed my work don't pay me.