On the crossroads

Jacek Grela

Jacek GRELA

ML | Physics | Data

Profile

I am an academically-proven researcher with experience in data science and working knowledge of machine learning algorithms. I enjoy conducting data-driven research and developing actionable solutions. I firmly believe that my physics background coupled with technical expertise equips me with a distinctive advantage in problem-solving. As an independent researcher I thrive in novel environments and take a proactive attitude to problems.

Work experience


Selected projects


Education


Courses & Certificates


Skills

  • IT Skills

    1. Programming: advanced
    2. Machine Learning: advanced
    3. Data Analysis: advanced
    4. Cloud computing: basic
  • IT Tools

    1. Operating system: Linux
    2. Programming: Python, C/C++
    3. Version Control: GIT
    4. Virtualization: Docker
    5. Project Management: Trello
    6. Cloud: Azure, AWS
  • Machine Learning / Data Science

    1. Deep Learning: pytorch, keras, huggingface
    2. Machine Learning: scikit-learn, pandas, scipy
    3. Visualization: matplotlib, seaborn
    4. Databases: SQL, MongoDB, pyspark
  • Soft skills

    1. Analytical thinking
    2. Problem solving
    3. Scientific communication
  • Other skills

    1. Languages: english (C1, CAE exam), french (B1)
    2. Scientific software: Mathematica, LaTeX
    3. Other: flask, asyncio

Selected papers

[complete publcation list]