26.01.2025 aktualisiert
100 % verfügbar
CONSULTANT, MACHINE LEARNING EXPERT, SENIOR MACHINE LEARNING ENGINEER
Berlin, Deutschland
Weltweit
PhD in Computer ScienceSkills
PythonJavaÜbersetzungawsdata sciencedeep leariningMachine Learningtext analyticstext classificationregressionLLMs
Passionate and dedicated professional with more than 12 years of extensive experience in Natural Language Processing, Data Science, Machine Learning, and Deep Learning. I have a proven track record of success in leading AI initiatives, specializing in Large Language Models (LLMs), developing predictive models, and actively contributing to innovative solutions. My expertise spans both academia and industry, showcasing a commitment to advancing companies through strategic planning and the application of predictive modeling techniques. Eager to contribute my skills and knowledge to drive innovation and success in your organization.
Sprachen
DeutschgutEnglischverhandlungssicher
Projekthistorie
- Led a team to develop a multilingual data pipeline for automatic conversation transcription, preprocessing, and implicit motive extraction. Extraction accuracy is more than 80%.
- Headed the development of a tool for identifying mental health problems from speech and texts.
- Spearheading the development of implicit motivation identification from telephone conversations and texts.
- Pioneering the development of a fraud identification tool from speeches and texts.
- Instructed courses in Python and Data Science courses.
- Conducted research on Computer-Aided Psychographic Text Analysis.
- Developed multiple ML solutions analyzing implicit human characteristics, collaborating with researchers from different universities.
Zertifikate
PhD
Goethe University Frankfurt2015