11/07/2025 updated

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100 % available

Data Science and Simulation Engineer with M.Sc. in Mechanical Engineering

Sofia, Bulgaria
Only remote
Master of Science in Mechanical Engineering
Sofia, Bulgaria
Only remote
Master of Science in Mechanical Engineering

Profile attachments

CV_Hristo_Goumnerov.pdf

HTMLAbaqusAmazon Web ServicesData AnalysisCascading Style Sheets (CSS)Computational Fluid DynamicsComsol MultiphysicsSolidWorks (CAD)Information EngineeringLinuxPython (Programming Language)KNIMEMATLABMechanical EngineeringMachine LearningMaintenanceNumPyTensorFlowScientific ComputatingSciPySimulationsSimulation SoftwareSQL DatabasesSubversionSystem IntegritySalesforce TableauTime SeriesData ScienceJuliaJupyterKerasGitpandasScikit LearnWeb TechnologiesScientific ProgrammingAnsysProgramming Languages
Data Engineering
Creation of data engineering and machine learning pipelines for modeling and analysis across different domains with expertise in Python.

Simulation Engineering
Development and maintenance of numerical models for EUV lithography machines, thermohydraulic systems, and FEM models for structural integrity analysis.

Scientific Computing
Experience with scientific programming using various simulation software and data science tools for complex engineering problems.

Simulation Software
Proficiency in ANSYS, COMSOL, Abaqus, OpenFOAM, Modelica, ParaView, SolidWorks, and FreeCAD for engineering simulations.

Data Science Tools
Knowledge of Polars, Pandas, Numpy, Scipy, Scikit-learn, TensorFlow, Keras, Streamlit, AWS, KNIME, Orange, Jupyter, ML, DL, NLP, CV, and ARIMA for data analysis.

Programming Languages
Strong skills in Python, Julia, MATLAB, SQL, and web technologies (HTML, CSS).

General IT Skills
Experience with Linux, Git, SVN, Microsoft Office, Blender, Tableau, D3, and other technical tools.

Experience

Professional experience10+ years
Freelancer since2023

Languages

BulgarianNative speakerGermanFluentEnglishFluentFrenchBasic knowledgeRussianBasic knowledge

Project history

Owner

HIP BG EOOD
Create data engineering/science and machine learning pipelines for modeling and analysis in different domains

Simulation engineer and data analyst

ASML Berlin GmbH
Developed and maintained numerical models of components for EUV lithography machines, as well as small scripts/programs for automated data processing and analysis in Python

Scientific staff

GRS gGmbH
Developed and maintained numerical models for thermohydraulic and nuclear energy systems. Prepared and performed deterministic and probabilistic safety analyses. Developed a post-processing program for improved data visualization

Scientific staff

FRAUNHOFER ISC - ZENTRUM HTL
Project leader - Developed SiC/SiC CMCs for jet engine components. Developed and maintained numerical models for thermohydraulic analyses. Performed mechanical and non-destructive testing of composite materials

Simulation engineer

QuEST-Global Services NA, Inc.
Developed and maintained FEM models to analyse and predict the structural integrity and fatigue life of jet engine components

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