AI, KI, Natural Language Processing
Aktualisiert am 05.09.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 05.09.2024
Verfügbar zu: 80%
davon vor Ort: 20%
Machine Learning
Künstliche Intelligenz
KI strategie
Data Scientist
KI Strategie
Python
NLP
English
business fluent
Mandarin
good knowledge
Spanish
sound knowledge
French
basic knowledge

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr
2023-09 - heute

Various Projects

Generative AI consultant, self-employed
Generative AI consultant, self-employed
Berlin
3 Jahre 8 Monate
2020-01 - 2023-08

Semi-supervised Learning

Research Scientist, NLU
Research Scientist, NLU
  • Purchasable item recognition
  • Model robustness and adversarial attacks
  • Distillation techniques for model stability
Amazon Alexa AI
Berlin
8 Monate
2019-05 - 2019-12

Causal effect estimation

Data Scientist
Data Scientist
mobile.de GmbH
Berlin
7 Monate
2018-10 - 2019-04

Forecasting / Time series

Data Scientist
Data Scientist
Oetker Digital GmbH
Berlin
1 Jahr 8 Monate
2017-01 - 2018-08

Predictive Maintenance

Data Scientist
Data Scientist
  • Predictive Maintenance (network error prediction)
  • Text Analytics (e.g. rating default prediction using annual reports)
  • Image Recognition (CNN)
  • Analytics Dashboards
Deloitte Analytics Institute
Berlin

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 4 Monate
2013-09 - 2015-12

Statistics

M.Sc. (Grade 1.5), Humboldt University Berlin
M.Sc. (Grade 1.5)
Humboldt University Berlin
  • Econometrics, Quantitative Methods of
  • Financial Markets
  • Project: Churn Prediction
  • Master Thesis: on request
2 Monate
2015-02 - 2015-03

Language course Russian

Pushkin Institute Moscow, Russia
Pushkin Institute Moscow, Russia




4 Jahre
2009-09 - 2013-08

International Economics and East Asian Studies

B.Sc. (Grade 1.6), Eberhard-Karls-University Tübingen
B.Sc. (Grade 1.6)
Eberhard-Karls-University Tübingen
  • Applied Economic Theory
  • Empirical Economics
  • Regional Studies China
  • Bachelor Thesis: on request
11 Monate
2012-09 - 2013-07

Term Abroad

Peking University, Beijing, PR China
Peking University, Beijing, PR China
  • Mandarin
2 Monate
2010-07 - 2010-08

Summer School, Intensive language course Mandarin

National Chung Hsing University, Taichung, Taiwan
National Chung Hsing University, Taichung, Taiwan
4 Jahre 10 Monate
2004-09 - 2009-06

School Education

A levels (Grade 1.1), Friedrich-List-Gymnasium, Asperg
A levels (Grade 1.1)
Friedrich-List-Gymnasium, Asperg

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Künstliche Intelligenz KI strategie Data Scientist KI Strategie Python NLP

Produkte / Standards / Erfahrungen / Methoden

Expertise

  • Strong expertise in NLP and Machine Learning as well as standard tools (Python, PyTorch)


Learn, grow and deliver

  • Track record of learning fast and delivering results in fast-paced environments (Deloitte, Amazon)


International

  • Studied and lived in China for over 2 years in total, fluent in two foreign languages


Tools

  • Python (pandas, scipy, scikit learn, tsfresh, numpy, nltk, spacy etc.)
  • PyTorch
  • AWS
  • Pyspark
  • SQL

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr
2023-09 - heute

Various Projects

Generative AI consultant, self-employed
Generative AI consultant, self-employed
Berlin
3 Jahre 8 Monate
2020-01 - 2023-08

Semi-supervised Learning

Research Scientist, NLU
Research Scientist, NLU
  • Purchasable item recognition
  • Model robustness and adversarial attacks
  • Distillation techniques for model stability
Amazon Alexa AI
Berlin
8 Monate
2019-05 - 2019-12

Causal effect estimation

Data Scientist
Data Scientist
mobile.de GmbH
Berlin
7 Monate
2018-10 - 2019-04

Forecasting / Time series

Data Scientist
Data Scientist
Oetker Digital GmbH
Berlin
1 Jahr 8 Monate
2017-01 - 2018-08

Predictive Maintenance

Data Scientist
Data Scientist
  • Predictive Maintenance (network error prediction)
  • Text Analytics (e.g. rating default prediction using annual reports)
  • Image Recognition (CNN)
  • Analytics Dashboards
Deloitte Analytics Institute
Berlin

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 4 Monate
2013-09 - 2015-12

Statistics

M.Sc. (Grade 1.5), Humboldt University Berlin
M.Sc. (Grade 1.5)
Humboldt University Berlin
  • Econometrics, Quantitative Methods of
  • Financial Markets
  • Project: Churn Prediction
  • Master Thesis: on request
2 Monate
2015-02 - 2015-03

Language course Russian

Pushkin Institute Moscow, Russia
Pushkin Institute Moscow, Russia




4 Jahre
2009-09 - 2013-08

International Economics and East Asian Studies

B.Sc. (Grade 1.6), Eberhard-Karls-University Tübingen
B.Sc. (Grade 1.6)
Eberhard-Karls-University Tübingen
  • Applied Economic Theory
  • Empirical Economics
  • Regional Studies China
  • Bachelor Thesis: on request
11 Monate
2012-09 - 2013-07

Term Abroad

Peking University, Beijing, PR China
Peking University, Beijing, PR China
  • Mandarin
2 Monate
2010-07 - 2010-08

Summer School, Intensive language course Mandarin

National Chung Hsing University, Taichung, Taiwan
National Chung Hsing University, Taichung, Taiwan
4 Jahre 10 Monate
2004-09 - 2009-06

School Education

A levels (Grade 1.1), Friedrich-List-Gymnasium, Asperg
A levels (Grade 1.1)
Friedrich-List-Gymnasium, Asperg

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Künstliche Intelligenz KI strategie Data Scientist KI Strategie Python NLP

Produkte / Standards / Erfahrungen / Methoden

Expertise

  • Strong expertise in NLP and Machine Learning as well as standard tools (Python, PyTorch)


Learn, grow and deliver

  • Track record of learning fast and delivering results in fast-paced environments (Deloitte, Amazon)


International

  • Studied and lived in China for over 2 years in total, fluent in two foreign languages


Tools

  • Python (pandas, scipy, scikit learn, tsfresh, numpy, nltk, spacy etc.)
  • PyTorch
  • AWS
  • Pyspark
  • SQL

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