Data Scientist / AI Strategy Consultant / PhD
- Verfügbarkeit einsehen
- 0 Referenzen
- 70‐100€/Stunde
- Deutschland
- Europa
- ru | en | de
- 01.10.2023
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
2/2022 – offen
TätigkeitsbeschreibungResearch and development of a new medical device for breast cancer diagnostics with help of thermography.
Eingesetzte QualifikationenData Science, Medizinforschung
3/2021 – 1/2022
Tätigkeitsbeschreibung
AI based KYC, fully automated ID card verification for virtual authentication in financial systems, including:
- ID card security features check
- Face recognition
- OCR
- Liveness check
Data Science
11/2020 – 2/2021
TätigkeitsbeschreibungAI Consulting
Eingesetzte QualifikationenData Science
10/2018 – 10/2020
Tätigkeitsbeschreibung
Quantitative analysis of financial markets
Algorithmic Trading
Data Science
11/2017 – 6/2018
TätigkeitsbeschreibungRecommendation system for online shopping based on visual similarity of products and user behaviour
Eingesetzte QualifikationenData Science
10/2014 – 9/2017
Tätigkeitsbeschreibung
- Member of the International Research Group “High Dimensional Non Stationary Time Series”.
- Developing novel methods for signal detection and multiple hypothesis testing.
- Developed Smallest Accepted Method for Model Selection
- Developed a novel Adaptive Nonparametric Clustering algorithm
Data Science
5/2013 – 4/2015
Tätigkeitsbeschreibung
- Group member at Laboratory of Structural Methods of Data Analysis in Predictive Modeling, at the Moscow Institute of Physics and Technology.
- Conducted research on Model Selection algorithms.
Data Science
10/2012 – 4/2013
Tätigkeitsbeschreibung
Group member at Intellectual data analysis department of DATADVANCE (Airbus group
company)
- Experience in approximating real world datas in Python and Matlab.
- Development of Feature Selection module.
Data Science
Ausbildung
Humboldt Universität zu Berlin
Humboldt-Universität zu Berlin
Moscow Institute of Physics and Technology
Über mich
Developed new algorithms and applied my knowledge around multiple industries:
- finance
- e-commerce
- marketing
- manufacturing
- healthcare.
Developed solutions for:
- KYC (Know Your Customer)
- recommendation systems
- algorithmic trading
- human health diagnostic
- clustering.
Experience in the following AI topics:
- deep learning
- image analysis
- supervised / semi-supervised learning
- clustering
- NLP
- reinforcement learning
- time series analysis.
Weitere Kenntnisse
Extensive experience in all image/data processing libraries: numpy, pandas, scikit-learn, matplotlib, OpenCV, keras, tensorflow, etc.
AWS, Google Cloud
Received my Master degree and PhD in Mathematics from Humboldt University of Berlin in the field of unsupervised learning.
Persönliche Daten
- Russisch (Muttersprache)
- Englisch (Fließend)
- Deutsch (Grundkenntnisse)
- Europäische Union
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