Machine Learning Engineer | Data Scientist | Data Architect | Search Engine Expert
Aktualisiert am 05.08.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 11.08.2024
Verfügbar zu: 80%
davon vor Ort: 40%
Machine Learning
Data Engineering
Data Architecture
Data Analysis
Data Science
Information Retrieval
Natural Language Processing
Data Modeling
Data strategies
Apache Solr
Apache Lucene
Apache Spark
Business Intelligence and Analytics

Einsatzorte

Einsatzorte

Bern (+100km) Zürich (+10km) Basel (+10km) Soleure (+10km) Olten (+10km) Lausanne (+10km) Genf (+10km) Neuchâtel (+50km) Fribourg (+20km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 months
2023-09 - 2024-02

360° point of sales

Data Scientist / Data Engineer Python TypeScript Open AI ...
Data Scientist / Data Engineer

1. Data engineering

  • Web scrapping
  • Extraction from operational systems (ERPs)
  • Data modelling: dimensional modelling
  • Machine translation for translating customer reviews
  • APIs to serve data and derived insights 

2. Data analysis

  • Geo analysis of the point of sales: market intelligence
  • Customer satisfaction and comparison against competition
  • Customer shopping behaviour
  • Sales performance analysis


3. Visualisation

  • Web application delivering insights
  • Context based exploration
  • Drill-down and visual analytics discovery


Python TypeScript Open AI SQL
Bern

Aus- und Weiterbildung

Aus- und Weiterbildung

1 month
2024-06 - 2024-06

Microsoft Certification

Microsoft Certified: Azure AI Fundamentals, Microsoft Online
Microsoft Certified: Azure AI Fundamentals
Microsoft Online
1 month
2024-06 - 2024-06

Microsoft Certification

Microsoft Certified: Azure Data Fundamentals, Microsoft Online
Microsoft Certified: Azure Data Fundamentals
Microsoft Online
2 years 6 months
2020-07 - 2022-12

Design Thinking for Artificial Intelligence

Certificate, Institute for Information Management ? University of Saint-Gallen
Certificate
Institute for Information Management ? University of Saint-Gallen
Using Design Thinking principles and methodology for Artificial Intelligence projects. This methodology emphasizes a human-centered design process to create AI solutions that are not only technologically feasible and viable but also desirable for users.
3 years 2 months
2004-07 - 2007-08

Computer Science

PhD in Computer Science, University of Neuchâtel
PhD in Computer Science
University of Neuchâtel

 Information Retrieval and Natural Language Processing


Thesis title: Multilingual Information Retrieval


Objective: developing web search engines strategies for various Asian and European languages, as well as for domain-specific data such as biomedical and legal information.

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Data Engineering Data Architecture Data Analysis Data Science Information Retrieval Natural Language Processing Data Modeling Data strategies Apache Solr Apache Lucene Apache Spark Business Intelligence and Analytics

Schwerpunkte

Data analytics
Experte
Data science
Experte
Machine Learning
Experte
Artificial intelligence
Experte
Data architecture
Experte
Data modelling
Experte
Information Retrieval
Experte
Search engines
Experte
Natural Language Processing
Experte
Business intelligence
Fortgeschritten
Process mining
Fortgeschritten

Produkte / Standards / Erfahrungen / Methoden

Apache Solr
Experte
Apache Lucene
Experte
Scikit-learn
Experte
Apache Spark
Experte
Apache Kafka
Experte
Apache eCharts
Experte
Spring Boot
Fortgeschritten
MLFlow
Fortgeschritten
Transformers
Fortgeschritten
D3JS
Fortgeschritten
Tensorflow
Fortgeschritten
Prophet
Fortgeschritten

Programmiersprachen

Python
Experte
Java
Experte
SQL
Experte
JavaScript
Basics

Datenbanken

Postgres
Experte
SQL Server
Experte
Hive
Experte
DukeDB
Fortgeschritten
InfluxDB
Fortgeschritten

Branchen

Branchen

  • Online digital platforms
  • Telecommunication
  • Retail and Wholesale
  • Supply chain and logistics
  • Healthcare
  • Marketing

Einsatzorte

Einsatzorte

Bern (+100km) Zürich (+10km) Basel (+10km) Soleure (+10km) Olten (+10km) Lausanne (+10km) Genf (+10km) Neuchâtel (+50km) Fribourg (+20km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 months
2023-09 - 2024-02

360° point of sales

Data Scientist / Data Engineer Python TypeScript Open AI ...
Data Scientist / Data Engineer

1. Data engineering

  • Web scrapping
  • Extraction from operational systems (ERPs)
  • Data modelling: dimensional modelling
  • Machine translation for translating customer reviews
  • APIs to serve data and derived insights 

2. Data analysis

  • Geo analysis of the point of sales: market intelligence
  • Customer satisfaction and comparison against competition
  • Customer shopping behaviour
  • Sales performance analysis


3. Visualisation

  • Web application delivering insights
  • Context based exploration
  • Drill-down and visual analytics discovery


Python TypeScript Open AI SQL
Bern

Aus- und Weiterbildung

Aus- und Weiterbildung

1 month
2024-06 - 2024-06

Microsoft Certification

Microsoft Certified: Azure AI Fundamentals, Microsoft Online
Microsoft Certified: Azure AI Fundamentals
Microsoft Online
1 month
2024-06 - 2024-06

Microsoft Certification

Microsoft Certified: Azure Data Fundamentals, Microsoft Online
Microsoft Certified: Azure Data Fundamentals
Microsoft Online
2 years 6 months
2020-07 - 2022-12

Design Thinking for Artificial Intelligence

Certificate, Institute for Information Management ? University of Saint-Gallen
Certificate
Institute for Information Management ? University of Saint-Gallen
Using Design Thinking principles and methodology for Artificial Intelligence projects. This methodology emphasizes a human-centered design process to create AI solutions that are not only technologically feasible and viable but also desirable for users.
3 years 2 months
2004-07 - 2007-08

Computer Science

PhD in Computer Science, University of Neuchâtel
PhD in Computer Science
University of Neuchâtel

 Information Retrieval and Natural Language Processing


Thesis title: Multilingual Information Retrieval


Objective: developing web search engines strategies for various Asian and European languages, as well as for domain-specific data such as biomedical and legal information.

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Data Engineering Data Architecture Data Analysis Data Science Information Retrieval Natural Language Processing Data Modeling Data strategies Apache Solr Apache Lucene Apache Spark Business Intelligence and Analytics

Schwerpunkte

Data analytics
Experte
Data science
Experte
Machine Learning
Experte
Artificial intelligence
Experte
Data architecture
Experte
Data modelling
Experte
Information Retrieval
Experte
Search engines
Experte
Natural Language Processing
Experte
Business intelligence
Fortgeschritten
Process mining
Fortgeschritten

Produkte / Standards / Erfahrungen / Methoden

Apache Solr
Experte
Apache Lucene
Experte
Scikit-learn
Experte
Apache Spark
Experte
Apache Kafka
Experte
Apache eCharts
Experte
Spring Boot
Fortgeschritten
MLFlow
Fortgeschritten
Transformers
Fortgeschritten
D3JS
Fortgeschritten
Tensorflow
Fortgeschritten
Prophet
Fortgeschritten

Programmiersprachen

Python
Experte
Java
Experte
SQL
Experte
JavaScript
Basics

Datenbanken

Postgres
Experte
SQL Server
Experte
Hive
Experte
DukeDB
Fortgeschritten
InfluxDB
Fortgeschritten

Branchen

Branchen

  • Online digital platforms
  • Telecommunication
  • Retail and Wholesale
  • Supply chain and logistics
  • Healthcare
  • Marketing

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