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(Päivitetty 2023-03-02)Kokenut Data Scientist
Helsinki, Finland
Äidinkieli Finnish, English, Sujuva Svenska, Aloittelija German, Aloittelija French
- +7 vuotta kokemusta pilvipalveluiden kehittämisestä
- +10 vuotta kokemusta Python kehityksestä
- + 10 vuotta kokemusta koneoppimisesta
Taidot (25)
Python
Git
NUMPY
PANDAS
Data Analysis
KERAS
DATA SCIENCE
DATA MODELING
C++
Algorithm
SIGNAL PROCESSING
GCP
C/C++
Swift
SPECTROSCOPY
Jenkins
Project Management
JavaScript
PySpark
SVN
PATENTS
Subversion
MENTORING
MS OFFICE
TENSORFLOW
Työkokemus
Lead Data Scientist
North Point Solutions Oy
2023-01 - 2023-04
Finland Lead Data Scientist at 61N ○ Data science consulting
Senior Data Scientist
SportIQ
2023-03 - 2023-03
Finland Senior Data Scientists at SIQ Basketball ○ Code development in Python, Swift, and SQL ○ Analyzing customer data and creating reports in GCP Data Studio ○ Cloud service development, GCP ○ Building and maintaining ETL pipelines ○ Mobile app development in Swift
Senior Data Scientist
Seriously Digital Entertainment
2023-03 - 2023-03
Finland Senior Data Scientists in the Best Fiends Stars game team ○ Code development in Python, Spark, and SQL ○ Snowflake data warehouse data modeling ○ Dash board development with Tableau ○ Mentoring junior team members ○ Machine learning algorithm development ○ Cloud service development, GCP ○ Game data analysis and actionable insights for new feature development ○ Building and maintaining ETL pipelines
Principal Data Scientist
Spectral Engines Oy
2023-03 - 2023-03
Finland Technology lead for data science, and software teams ○ Code development in Python, Javascript, SQL, and C/C++ ○ Machine learning algorithm development ○ Database design and administration ○ QA system design and implementation ○ Design and implementation of a cloud computing platform to provide analysis and normalization for the sensor fleet
Senior Algorithm / Software developer
Spectral Engines Oy
2023-03 - 2023-03
Finland Developing software and signal processing methods for near infrared spectroscopy.
○ Code development in Python, Javascript, SQL, and C/C++ ○ Machine learning algorithm development ○ Database design and administration ○ QA system design and implementation ○ Design and implementation of a cloud computing platform to provide analysis and normalization for the sensor fleet
○ Code development in Python, Javascript, SQL, and C/C++ ○ Machine learning algorithm development ○ Database design and administration ○ QA system design and implementation ○ Design and implementation of a cloud computing platform to provide analysis and normalization for the sensor fleet
Scientist
Institute of High Performance Computing, A*STAR
2023-03 - 2023-03
Development of High Performance Computing CFD-codes for urban microclimate multiphysics simulations. Experience in C++ and in relational database languages.
○ Code development for high performance computing ○ Machine learning models to replace expensive physical models ○ Expert role in large tender preparation and evaluation ○ Relational database building and usage to analyze energy usage of each major building in Singapore.
○ Project management of integration of multiphysics solvers for urban microclimate.
○ Code development for high performance computing ○ Machine learning models to replace expensive physical models ○ Expert role in large tender preparation and evaluation ○ Relational database building and usage to analyze energy usage of each major building in Singapore.
○ Project management of integration of multiphysics solvers for urban microclimate.
Applied Researcher
Fraunhofer Chalmers Centre for Industrial Mathematics
2013-01 - 2015-01
Sweden Developing commercial CFD code, and coupled thermohydraulics and neutronics simulations in C++.
○ Development of nonlinear optimization framework for fission reactor modeling; ○ Turbulence model development with immersed boundary methods: ○ Developed model for fiber orientation probability distribution in slurry's. Helps to model paper forming better, and can replace expensive experiments.
○ Development of nonlinear optimization framework for fission reactor modeling; ○ Turbulence model development with immersed boundary methods: ○ Developed model for fiber orientation probability distribution in slurry's. Helps to model paper forming better, and can replace expensive experiments.
Visiting Post-doctoral Researcher
ETH Z¨urich, Z¨urich, Switzerland
2012-01 - 2013-01
Development of multiscale multipysics simulations.
○ Use of multi-scale methods to shorten simulation times ○ Coupling of electromagnetics with fluid mechanics, for better accuracy of temperature prediction in structures.
○ Use of multi-scale methods to shorten simulation times ○ Coupling of electromagnetics with fluid mechanics, for better accuracy of temperature prediction in structures.
Post-doctoral Researcher
Lappeenranta University of Technology, Lappeenranta
2010-01 - 2012-01
Finland Research and teaching.
○ Heat transfer modelling ○ Simulation of thermodynamic processes ○ Research led to several patents and to founding of a start-up company Visorc Oy.
○ Managing project finance
○ Heat transfer modelling ○ Simulation of thermodynamic processes ○ Research led to several patents and to founding of a start-up company Visorc Oy.
○ Managing project finance
Visiting post-doctoral researcher
TU Delft
2011-01 - 2011-01
Delft, the Netherlands 2011 Development of heat transfer models
Junior Researcher / Project manager
Lappeenranta University of Technology
2007-01 - 2009-01
Lappeenranta, Finland Simulation, design and prototype construction for refrigeration ○ Designed and build a high speed two-stage centrifugal compressor for refrigeration from scratch ○ Thermodynamic modeling of complex refrigeration system ○ Fluid property modeling.
Senior Data Scientist
Foreca oy
2023-04 - Nykyhetki
Processing weather forecast data and creating services around it.
Koulutus
Doctorate degree in engineering fluid mechanics
2024-11 - 2024-11
Master's degree in Energy
2024-11 - 2024-11
Ph.D
Lappeenranta University of Technology
2007-01 - 2009-01
M.Sc.
Lappeenranta University of Technology
2000-01 - 2006-01