Optimization of a compact deuterium-deuterium fast neutron generator. Set up data acquisition and visualization system using python3 (pandas, flask, dash, plotly, sqlalchemy) on Raspberry Pi’s, Arduinos, and an mariaDB SQL server.
Dr. Heiko Kromer
Consultant
Data Scientist
Graduate in Nuclear Engineering
Data Analyst
Dr. Heiko Kromer
Consultant
Data Scientist
Graduate in Nuclear Engineering
Data Analyst
About Me
Hello! I’m Heiko.
I am a Data Science professional with strong technical and academic experience that is focusing as Senior Consultant at D ONE on data-driven value creation. I am a resilient person that approaches his work highly committed, provides excellent customer service, am a team player and am willing to take on responsibility. I am eager to continually improve myself, deliver outstanding results and aspire to be challenged practically and mentally.
- E-Mail: h@heikokromer.com
- Date of birth: July 3, 1988
- Address: Zürich, Switzerland
At a glance
Dashboard
Data acquisition and visualization with python using dash, flask, plotly, mariaDB SQL, mongoDB. See projects in paulisasnake and dash_NG.
Applied Machine Learning
Applying machine learning techniques to real world problems such as digit classification using KERAS and forecasting of energy production based on historic data .
Scientific writing
Documentation of work in internal reports and international peer-reviewed scientific journals and conferences.
Hobbies
Reading
Podcasts
Hiking
Running
Resume
Experience
02/2016 - Present
Scientific Assistant
Laboratory for Nuclear Energy Systems, ETH Zürich, Switzerland
02/2018 - 03/2019
Vice President of Technology
Telejob (AVETH), ETH Zürich, Switzerland
Voluntary member of the executive board of a student organization and Head of Data Analytics.
04/2015 - 09/2015
MSc Thesis Worker
ABB Corporate Research, Västerås, Sweden
Developed a bubble detection algorithm for the investigation of multiphase flow and heat transfer in power electronic devices.
09/2009 - 08/2012
Student Assistant
Klaus-Tschira-Laboratory, Mannheim, Germany
Programmed and documented control programs in Delphi and administrated MySQL databases.
08/2008 - 04/2009
Alternative Compulsory Military Service
RkK St. Josefskrankenhaus, Freiburg im Breisgau, Germany
Support of the IT users of a regional hospital.
EDUCATION
02/2016 - Present
Laboratory for Nuclear Energy Systems, ETH Zürich, Switzerland
Doctoral Student
Optimization of a compact deuterium-deuterium fast neutron generator for imaging applications.
09/2013 - 09/2015
Université Paris-Sud, Paris, France and KTH Royal Institute of Technology, Stockholm, Sweden
Double Degree MSc in "Nuclear Reactor Physics and Engineering" and "Engineering Physics"
Final grade 16.2 / 20.0 (French system) with distinction “très bien”.
09/2012 - 06/2013
Uppsala University, Uppsala, Sweden
Erasmus Exchange Student
Focus on environmental physics.
10/2009 - 07/2013
Rupprecht-Karls-University Heidelberg, Germany
Bachelor of Science in Physics
Final grade 1.5 (German system) with distinction “Sehr gut”.
Extracurricular activities
11/2017 - 05/2019
Telejob (AVETH)
ETH Zürich, Switzerland
Volunteer. Vice President of Technology. Head of Data Analytics. Helper at PolyHACK 2017. Team member at poly-e-fair.
02/2017 - 02/2019
Fire Fighter
PSI Company Fire Brigade, Villigen, Switzerland
Respiratory Equipment Operator.
04/2009 - 08/2009
Canada
Newfoundland, Nova Scotia, Quebec, British Columbia
Linguistic stay.
Awards
- Best Paper Award NES PhD Day – May 2017 PSI Nuclear Energy and Safety Research Devision PhD Day Competition co-sponsored by Swiss Nuclear Forum in Villigen, Switzerland
- European Master of Science in Nuclear Engineering (EMSNE) – March 2016 European Nuclear Education Network Association in Vienna, Austria
- Graduation with Mention Très Bien – September 2015 Université Paris Sud (Paris XI) in Paris, France
- Excellence Scholarship – September 2013 until September 2015 Awarded the Excellence Scholarship for the Double Degree Master of Science “European Master in Nuclear Energy”, KIC InnoEnergy, EU Commission
- Reiss-Engelhorn Foundation Scholarship – October 2009 until October 2012 Reiss-Engelhorn Foundation in Mannheim, Germany
- Award for outstanding high school performance (1.0 / 6.0) Kolleg St. Sebastian in Stegen, Germany
Language skills
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German
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English
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French
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Swedish
Skills
Programming languages and tools
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Python3
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SQL
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Tableau
-
C++
-
Linux
-
Microsoft Windows and Office
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Git
Scientific codes and tools
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Monte Carlo Nuclear Transport Code (MCNP6)
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COMSOL Multiphysics
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SolidWorks
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MATLAB
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LabView
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Latex
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Adobe Illustrator
Certificates
- “Machine Learning A-to-Z™: Hands-On Python & R in Data Science” taught by Kirill Eremenko and Hadelin de Ponteves (member of the SuperDataScience-Team) on Udemy, issued Jul 2020, Credential
- “Python for Statistical Analysis” taught by Samuel Hinton (member of the SuperDataScience-Team) on Udemy, issued Jun 2020, Credential
- “SQL for Data Science” taught by Sadie St. Lawrence (University of California Davis) on Coursera, issued Feb 2020, Credential
- “Machine Learning” taught by Andrew Ng (Stanford) on Coursera, issued Dec 2019, Credential
- “Business Statistics and Analysis Specialization” by Rice University on Coursera, issued Aug 2019, Credential
- Introduction to Data Analysis using Excel
- Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
- Business Applications of Hypothesis Testing and Confidence Interval Estimation
- Linear Regression for Business Statistics
- Business Statistics and Analysis Capstone
- “Data Scientist with Python Track” by DataCamp, issued Jun 2019, Credential
- 26 courses (totalling 100 hours) on Python, pandas, SQL, Machine Learning, Statistics, Visualization
- “Advanced Machine Learning and Signal Processing” by IBM on Coursera, issued Aug 2018, Credential
- “Applied AI with DeepLearning” by IBM on Coursera, issued Jul 2018, Credential
- “Fundamentals of Scalable Data Science” by Romeo Kienzler (IBM) on Coursera, issued Jun 2018, Credential
- “Applied Data Science with Python” by University of Michigan on Coursera, issued May 2018, Credential
- Applied Social Network Analysis in Python
- Applied Text Mining in Python
- Applied Machine Learning in Python
- Applied Plotting, Charting & Data Representation in Python
Languages
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German
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English
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French
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Swedish
Writing
February 1, 2016
Scientific publications
H. Kromer, R. Adams, B. Soubelet, R. Zboray, and H. M. Prasser, “Thermal analysis, design, and testing of a rotating…
July 10, 2020
Coincaster – time series forecasting on cryptocurrency
Project description Would you pass on the power to predict the future? I certainly won’t, however, in this little project…
January 10, 2020
Bank customer churn prediction: Identifying the question
In this project, the overall goal is to predict the churn of bank customers. From a business perspective, this is…
January 5, 2020
Dashboard – paulisasnake
In this project a simple temperature and humidity monitoring system of a python snake enclosure was developed. The temperature and…
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