Recommended expert

Izabela (Dr.) Kamińska

Freelance & Career Transition Projects

Izabela Kamińska
Munich, Germany

Experience

Mar 2025 - Present
11 months

Freelance & Career Transition Projects

  • Hands-on work in data annotation, dataset QA, and labeling tools (Label Studio, CVAT)
  • Conducted manual and automated checks on dataset integrity, annotation consistency, and labeling precision
  • Strengthened Python, SQL, and visualization skills for data-driven evaluation of AI systems
  • Developed documentation and guidelines for data annotation workflows to ensure reproducibility and clarity
Sep 2021 - Feb 2025
3 years 6 months
Munich, Germany

Junior Research Group Leader

LMU Munich

  • Led interdisciplinary R&D projects in materials science and biosensing, managing data analysis, reporting, and collaboration across institutes
  • Translated scientific objectives into structured, data-driven project plans and quality control pipelines
  • Ensured precision in data collection, analysis, and documentation, fostering reproducibility and process efficiency
  • supervised researchers, reviewed experimental datasets, and provided feedback to maintain research standards
Apr 2014 - Sep 2021
7 years 6 months
Poland

Postdoctoral Researcher

  • Developed advanced analytical methods for biosensing and energy applications, improving data accuracy and reproducibility
  • Initiated new research directions linking nanotechnology and diagnostics, securing grants and collaborations
  • Built lab infrastructure and mentored early-career researchers, laying the foundation for later leadership roles

Summary

Physicist transitioning from academic research to AI and data-driven roles, combining a strong analytical mindset with hands-on experience in data annotation and quality assurance. Skilled in evaluating and structuring complex information with high attention to detail and accuracy. Experienced in research data workflows, process documentation, and cross-disciplinary collaboration. Currently developing deeper expertise in Python, SQL, and machine learning to contribute to high-quality data pipelines and the improvement of AI systems through precise evaluation and feedback.

Skills

  • Data Annotation & Qa | Task Evaluation · Content Auditing · Guideline Compliance · Data Validation · Feedback Documentation
  • Analytical & Technical | Python · Sql · Excel · Tableau · Dataset Structuring · Visualization · Data Workflow Design
  • Scientific Expertise | Physics & Chemistry (Ph.d.) · Experimental Design · Research Data Interpretation · Technical Documentation
  • Ai & Ml Foundations | Prompt Evaluation · Data Quality Assessment · Model Output Verification · Generative Ai Understanding
  • Collaboration & Process | Cross-functional Teamwork · Clear Communication · Mentoring · Attention To Detail · Adaptability

Languages

Polish
Native
English
Advanced
German
Intermediate

Education

Lorem ipsum dolor sit amet

M.Sc., Physics · Physics · Gdańsk, Poland

Lorem ipsum dolor sit amet

Ph.D., Chemical Sciences · Chemical Sciences · Warsaw, Poland

Lorem ipsum dolor sit amet

Ph.D., Micro- and Nanotechnologies · Micro- and Nanotechnologies · Lille, France

Certifications & licenses

Mathematics For Machine Learning

Coursera

IBM Data Analyst Professional Certificate

Coursera

IBM Machine Learning Professional Certificate

Coursera

Need a freelancer? Find your match in seconds.
Try FRATCH GPT
More actions

Similar Freelancers

Discover other experts with similar qualifications and experience

Martin Musiol
Martin Musiol

Product Owner AI Learning Platform

View Profile
Danylo Koval
Danylo Koval

Anti-Sybil / Fraud Detection Analyst

View Profile
Serge Kalinin
Serge Kalinin

MLOps (machine learning operations)

View Profile
Philipp Grunert
Philipp Grunert

Data Scientist & Data Engineer

View Profile
Noushiq Mohammed k a n
Noushiq Mohammed k a n

Projects

View Profile
Josphat Githuka muthoni
Josphat Githuka muthoni

Data Annotation Lead

View Profile
David Thompson-ajayi
David Thompson-ajayi

AI Trainer (NLP & LLM Evaluation)

View Profile
Amar sankar Kar
Amar sankar Kar

Prompt & Eval Playbook for CRM Conversations (Personal)

View Profile
Jayana Shah
Jayana Shah

Implementation of Data Management Tool for LLM & Speech Technologies

View Profile
Hiroshi Kaneko
Hiroshi Kaneko

Senior Data Scientist

View Profile
Max Ritter
Max Ritter

Cloud (AWS) | AI | DevOps | Data

View Profile
Katharina Schachmatov
Katharina Schachmatov

AI Engineer

View Profile
Talha Erciyes
Talha Erciyes

Venture Builder / Strategy & Go-to-Market Consultant

View Profile
Uzair Arshed
Uzair Arshed

Data Scientist

View Profile
Eric Bouendeu
Eric Bouendeu

Quality Assurance Manager (QSV)

View Profile
Masoud Besht
Masoud Besht

AI Data Trainer

View Profile
Felix Brunner
Felix Brunner

Project

View Profile
Pappu Prasad
Pappu Prasad

Senior Cloud Consultant (AWS Services and Consulting)

View Profile
Tim Raveneau
Tim Raveneau

AI Engineer

View Profile
Ashkan Zadeh
Ashkan Zadeh

Microsoft Azure Senior Data Engineer / Senior Data Scientist

View Profile
Powell Ochowun
Powell Ochowun

Freelance Translator & Content Localizer

View Profile
Francis Wambugu
Francis Wambugu

German Teacher

View Profile
Marco Pennacchiotti
Marco Pennacchiotti

Head of Data Science and Data Engineering

View Profile
Eduard Van kleef
Eduard Van kleef

Workshop Leader 'Introduction to AI Development Tools'

View Profile
Devakinand Dama
Devakinand Dama

Master's Thesis: Analyzing Prompt Engineering for Data Extraction from Unstructured Data

View Profile
Lino Giefer
Lino Giefer

Senior Data Scientist

View Profile
Dany-armand Djeudeu-deudjui
Dany-armand Djeudeu-deudjui

Senior Data Scientist

View Profile
Stephan Martin
Stephan Martin

Sabbatical, professional development

View Profile
Mathew Divine
Mathew Divine

Data Science Expert and AI Strategist

View Profile
Kashaf Khan
Kashaf Khan

AI Consultant / Expert

View Profile