Alexander Hafer

Fähigkeiten und Kenntnisse

AI
Automation
3D Modeling
C++
Git
3D Printing
Computer Vision
Neural Networks
Graphene
Computer-Aided Design (CAD)
Object-Oriented Programming (OOP)
LabVIEW
Convolutional Neural Networks (CNN)
Research
Pandas (Software)
Large Language Models (LLM)
Data Analysis
Physics
Seaborn
Data Science
Machine Learning
Plotly
Sensors development
Data Visualization
Materials Science
PostgreSQL
SQL
Debugging
MATLAB
Process Automation
Technical Support
Nanomaterials
Thin films production
Python
Time Series Analysis
Python (Programming Language)
Nanotechnology
PyTorch
Natural Language Processing (NLP)

Werdegang

Berufserfahrung von Alexander Hafer

  • Current 3 years and 9 months, since Oct 2022

    Data Scientist

    One Data

    One Data is a SaaS/Consulting company. My main accomplishments: - Won a company-wide LLM Hackathon. - Developed an internal documentation RAG Q&A chatbot. - Developed a PoC RAG chatbot for a German automotive manufacturer. - Significantly contributed to two optimization projects for a German big pharma client — budget planning and material procurement planning — with full-stack development (frontend & backend). - Built data pipelines for preparation, processing, merging, and quality checks (Stability PoC f

  • 10 months, Dec 2021 - Sep 2022

    Data Scientist

    Practicum USA

    - Data gathering and preprocessing (SQL, Web-scrapping, Pandas). - Exploratory Data Analysis (EDA). - Data visualization (Matplotlib, Seaborn, Plotly). - Statistical analysis and testing (SciPy, A/B-testing, etc.). - Machine Learning: cross-validation, hyperparameter tuning, feature importance evaluation (scikit-learn)

  • 5 years and 1 month, Sep 2017 - Sep 2022

    Research Scientist / Ph.D. candidate

    Technische Universität Berlin

    - Equipment automatization with Python and LabVIEW. - Time-series processing and visualization (sensors data) with Python (Pandas, Matplotlib). - Nanomaterials development, application, and characterization.

  • 1 year and 6 months, Mar 2016 - Aug 2017

    Research Scientist / M.Sc. student

    Korea Institute of Science and Technology

    - Equipment automatization with Python and C++. - Sensors data analysis using Python (Pandas, Matplotlib). - Nanomaterials development, application, and characterization.

Ausbildung von Alexander Hafer

  • 5 years and 1 month, Sep 2017 - Sep 2022

    Ph.D. candidate

    Technische Universität Berlin

    Research on graphene and metal oxide semiconductive gas sensors. Equipment establishing and automatization, data postprocessing with Python.

  • 1 year and 6 months, Mar 2016 - Aug 2017

    Master's degree

    Korea Institute of Science and Technology

  • 2015 - 2017

    Master's degree

    National Technical University of Ukraine 'Kyiv Polytechnic Institute'

    I'm a participant of a master's dual degree programme between NTUU "KPI" and Korea Institute of Science and Technology (KIST).

  • 4 years, Sep 2011 - Aug 2015

    Bachelor's degree

    National Technical University of Ukraine 'Kyiv Polytechnic Institute'

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