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Data Analyst & Data Scientist

Overview


Short Summary

The candidate is a highly skilled data scientist with a Ph.D. in Electrical Engineering and Information Technology. Experienced in data science, machine learning, and statistical analysis, with proficiency in Python, SQL, Java, and various data analysis tools. Currently working as a Data Scientist for power grids. Strong background in algorithm design and control engineering. Passionate about continuous learning and innovation.

Work Experience

Data Scientist for power grids, 12/2022 - Present

  • Load disaggregation using CNN.
  • PV generation forecasting using statistical methods.
  • Power grids topology prediction using GIS data.
  • Applying optimization techniques to find the shortest path for a graph.
  • Data analysis and visualization of Smart transformer data.

Control Engineer, 7/2021 – 11/2022

  • Algorithm design for sensorless FOC control in MATLAB.
  • SW design reviews to ensure control stability.
  • SW validation using unit tests and Model in Loop.
  • Ensuring that the SW is A-spice compliant.
  • Training for junior engineers.

System Engineer, 8/2019 – 6/2021

  • Writing test specifications for the SW.
  • Validate customer requirements for A-spice compliance.
  • Define constraints for control algorithm.
  • Ensuring software stability.
  • Training for junior engineers.

Teaching assistant, 2/2017 – 6/2019

  • Teaching theoretical and practical subjects for and MSc. students.
  • Assisting with student projects and assignments.
  • Providing guidance on course materials.
  • Assisting with exams and grading.
  • Conducting office hours for student consultation.
Author
Data Analyst & Data Scientist
66ba3e89c54d4d00017e116d
Employee5138  / Per month
LevelSENIOR
Roles
Data Analyst Data Scientist
Languages
English
Skillset
AI and Machine LearningAWSC++CMSCloudCode ManagementComputer visionConfluenceData Analytics SoftwareGitHubGitlabImage recognitionJavaJiraKerasLinuxMatlabNumpyOperation SystemsPandasProject Management ToolsPythonRestSQLSpecificationsTensorFlowTools
Localities
RemotePraha
Hybrid Localities
Praha