01.10.2024 aktualisiert

**** ******** ****
100 % verfügbar

Big Data Analytics Consultant

München, Deutschland
Weltweit
M.Sc. Mangement & Technology (Technische Universität München)
München, Deutschland
Weltweit
M.Sc. Mangement & Technology (Technische Universität München)

Profilanlagen

202406_Kreinhaus_Andrei_CV_English_Metyis.pdf

Skills

HTMLJavaScriptAmazon Web ServicesMicrosoft AzureBusiness IntelligenceBig DataCSSCloud ComputingClusteranalyseInformation EngineeringETLData MiningDatenvisualisierungData WarehousingWeb EntwicklungFinanzanalyseForecastingR (Programmiersprache)PythonVermessungMachine LearningNatural Language ProcessingPredictive ModellingTensorFlowSentiment DetectionApache SolrSQLStatistikenZeitreihenanalyseSupervised LearningProzess ManagementDatenverarbeitungFeature-EngineeringData ScienceFlaskDeep LearningPySparkCloud-MigrationUnsupervised LearningDatabricks
Highlighted skills:
  • Data Science / Big Data Analytics
  • ETL Processes
  • Python
  • Natural Language Processing (NLP)
  • Web Development (Flask, HTML, CSS, JavaScript)
Other skills:

Machine Learning, Deep Learning, , Business Intelligence, Data Visualization, Data Wrangling, SQL, AWS, Azure, Cloud Computing, Statistical Analysis, Predictive Modeling, Prescriptive Modeling, Data Mining, Data Engineering, Feature Engineering, Time Series Forecasting, Classification, Clustering, Sentiment Analysis, Supervised Learning, Unsupervised Learning, Optimization, Dashboarding, KPIs Tracking, Data Warehousing, TensorFlow, R Programming, Cloud Migration, Apache SOLR, Lucidworks Fusion, Databricks, PySpark, Folium, MS Office (PowerPoint, Excel, Word), Analytical Reasoning, Out-of-the-box Thinking, Surveying, Financial Analysis, Process Mining, Data Scraping, Report Writing, Cross-cultural Competence, Decision Making

Erfahrung

Berufserfahrung0 - 5 Jahre
Freelancer seit2023

Sprachen

DeutschverhandlungssicherEnglischverhandlungssicherRussischMuttersprache

Projekthistorie

Risk mitigation from contracts for a Swiss construction company (revenue >€18B)

Architektur und Bauwesen

>10.000 Mitarbeiter

Outcome: Over 50 pre-defined risks can be identified and visualized within minutes from contracts
Skills: OpenAI API, Python, git, docker, Azure, SQL, GenAI, NLP

Relocation of a central warehouse for a German retailer (revenue >€1B)

Konsumgüter und Handel

>10.000 Mitarbeiter

Outcome: Potential savings of >€1Mil transportation costs identified
Skills: Python, geo data analysis, data collection (scraping), data visualization, PowerBI (Dashboard)

Voice of the customer for a German car retailer (revenue >€1B)

Automobil und Fahrzeugbau

5000-10.000 Mitarbeiter

Outcome: Visualized strong and week sides of dealerships based on customer reviews
Skills: Python, NLP, PowerBI (Dashboard), text analytics, data visualization

Catchment area analysis for a leading German fashion retailer (revenue >€4B)

Konsumgüter und Handel

>10.000 Mitarbeiter

• Analytically identified catchment areas for different store types and locations for the UK and US markets.
• Created map with white spots for further penetration opportunities.
• Combined data from multiple internal and external sources
Outcome: Catchment areas identified for physical stores in the US and UK Skills: Python, Databricks, Azure, geo data, SQL, data visualization

Website ranking optimization for a German book retailer (revenue >€1B)

Konsumgüter und Handel

5000-10.000 Mitarbeiter

Outcome: identified six areas for a saving potential
Skills: NLP, Python, JavaScript, Lucidworks Fusion, Apache SOLR

Aspect analysis of customer reviews for a Swiss manufacturer (revenue >€5B)

Konsumgüter und Handel

1000-5000 Mitarbeiter

Outcome: identified strong and week sides (aspects) for over 50 electronic products
Skills: Python, NLP, text analytics, data visualization

Kontaktanfrage

Einloggen & anfragen.

Das Kontaktformular ist nur für eingeloggte Nutzer verfügbar.

RegistrierenAnmelden