Process Mining, Data Science, Machine Learning, Data Engineering, Python, SQL
Aktualisiert am 07.08.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.09.2024
Verfügbar zu: 40%
davon vor Ort: 10%
Process Mining
Data Science
Machine Learning
Data Engineering
Python
SQL
SAP
Salesforce
English
fluent
German
fluent
Russian
native
Ukrainian
native

Einsatzorte

Einsatzorte

München (+50km)
Deutschland
möglich

Projekte

Projekte

4 Jahre 6 Monate
2020-03 - heute

Implementation of process mining

Head of Data Science process mining machine learning Python ...
Head of Data Science
  • Implementation of AI pilots & rollouts: 30+ data science & engineering projects for ERP & CRM systems (SAP, Salesforce)
  • Process mining analytics & SQL (Celonis 4 & IBC, MSSQL, Postgres, SAP HANA)
  • Machine learning with Python (sklearn, pandas, keras)
Celonis
process mining machine learning Python SQL
EnterpriseAI Consulting
München
4 Jahre 8 Monate
2020-01 - heute

Technological support, Business support

CEO & Head of Data Science
CEO & Head of Data Science

Technological support:

  • 30+ data science & engineering projects for ERP systems (SAP, Salesforce)
  • Process mining analytics & SQL (Celonis 4 & IBC, MSSQL, Postgres, SAP HANA)
  • Machine learning with Python (sklearn, pandas, keras)

Business support:

  • Project & team management for data science, conducting customer workshops
  • Discovery and implementation of process mining and AI use cases for procurement, accounting, production, customer service, marketing
own company [name on request]
Munich
8 Jahre
2016-09 - heute

Meetup with founders of chatbot startups

Founder & event planner
Founder & event planner
  • Meetup with founders of chatbot startups, 170+ participants, 1.6K views on FB Live
  • Artificial Intelligence community with 1700 members
own company [name on request]
Munich
1 Monat
2020-04 - 2020-04

Coronathon ? a business hackathon against Corona

Organizer & project manager
Organizer & project manager
  • Created a concept, acquired 2 customers, ~15 mentors, ~50 participants
7 Monate
2019-06 - 2019-12

BI tool rollouts, data management

Senior Data Scientist process mining machine learning SQL ...
Senior Data Scientist
  • Team leadership, onboarding, and mentoring for 5+ team members
  • Design, implementation of 3 internal working processes of the App Store department
  • Rollouts of Celonis process mining software, task and requirements specification
Celonis Spoon API
process mining machine learning SQL Python
Celonis SE
München
2 Jahre
2017-06 - 2019-05

Automation of tasks, predictive modeling

Data Scientist process mining machine learning SQL ...
Data Scientist
  • Operations management of the department through tooling and backend automation
  • Development of ETL with Python (requests, json, SQLalchemy), Java, and SQL
Celonis
process mining machine learning SQL Python
Celonis SE
München
1 Monat
2017-04 - 2017-04

Data hackathon

Development of an app to calculate safe routes for business travelers

  • Worked in a team as data analyst in R
Celonis
6 Monate
2016-10 - 2017-03

Analysis of factors

Data Analyst || Master Thesis
Data Analyst || Master Thesis
  • Analysis of factors that influence effectiveness of search engine advertising
  • Data cleaning, wrangling (data.table), visualization (ggplot2), and modeling in R
OMMAX ? Digital Solutions
Munich
5 Monate
2016-10 - 2017-02

Product concept & design

Product Manager || Intern
Product Manager || Intern
  • Product concept & design for the BestCheck chatbot
CHIP Digital
Munich
3 Monate
2016-08 - 2016-10

Founding an online shop

Co-founder, Chief Operating Officer
Co-founder, Chief Operating Officer
  • Founding an online shop on Ebay; Facebook / VK marketing, selling Pokémon pins
own company [name on request]
Munich ? Kyiv
4 Monate
2016-03 - 2016-06

Social media and app analytics

Marketing Analyst || Intern
Marketing Analyst || Intern
  • Social media and app analytics and optimization in GA und Mixpanel
combyne
Munich
6 Monate
2015-04 - 2015-09

Technology process analysis

Sales and Marketing || Intern
Sales and Marketing || Intern
  • Technology process analysis of the semantic algorithms
Gini
Munich
7 Monate
2014-01 - 2014-07

Leading the team of 2-5 consultants

Tax Consulting Intern (Transfer Pricing Group)
Tax Consulting Intern (Transfer Pricing Group)
  • Leading the team of 2-5 consultants in projects for IT, FMCG, and retail firms
KPMG
Kyiv

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 6 Monate
2014-10 - 2017-03

Business Administration

MSc (GPA 1.5), Ludwig Maximilian University of Munich, Munich
MSc (GPA 1.5)
Ludwig Maximilian University of Munich, Munich
  • Data Analytics
  • New Products Development
  • Electronic Markets
4 Monate
2015-09 - 2015-12

Management, Erasmus

MSc (GPA 17.2/20, approx. 1.3 in Germany), ESSEC Business School, Cergy-Pontoise
MSc (GPA 17.2/20, approx. 1.3 in Germany)
ESSEC Business School, Cergy-Pontoise
3 Jahre 10 Monate
2010-09 - 2014-06

Economics

BSc with Honor (GPA 92/100), Taras Shevchenko National University of Kyiv, Kyiv
BSc with Honor (GPA 92/100)
Taras Shevchenko National University of Kyiv, Kyiv

Kompetenzen

Kompetenzen

Top-Skills

Process Mining Data Science Machine Learning Data Engineering Python SQL SAP Salesforce

Produkte / Standards / Erfahrungen / Methoden

API
Celonis
Spoon

About me:
I use AI to help companies make money through the pragmatic application of artificial intelligence and process mining, in various business functions and across industries.

IT

  • Python
  • Process Mining
  • Machine Learning
  • SQL
  • BI
  • Google Analytics
  • SAP
  • Salesforce
  • BMC Remedy

Programmiersprachen

machine learning
process mining
Python

Datenbanken

SQL

Einsatzorte

Einsatzorte

München (+50km)
Deutschland
möglich

Projekte

Projekte

4 Jahre 6 Monate
2020-03 - heute

Implementation of process mining

Head of Data Science process mining machine learning Python ...
Head of Data Science
  • Implementation of AI pilots & rollouts: 30+ data science & engineering projects for ERP & CRM systems (SAP, Salesforce)
  • Process mining analytics & SQL (Celonis 4 & IBC, MSSQL, Postgres, SAP HANA)
  • Machine learning with Python (sklearn, pandas, keras)
Celonis
process mining machine learning Python SQL
EnterpriseAI Consulting
München
4 Jahre 8 Monate
2020-01 - heute

Technological support, Business support

CEO & Head of Data Science
CEO & Head of Data Science

Technological support:

  • 30+ data science & engineering projects for ERP systems (SAP, Salesforce)
  • Process mining analytics & SQL (Celonis 4 & IBC, MSSQL, Postgres, SAP HANA)
  • Machine learning with Python (sklearn, pandas, keras)

Business support:

  • Project & team management for data science, conducting customer workshops
  • Discovery and implementation of process mining and AI use cases for procurement, accounting, production, customer service, marketing
own company [name on request]
Munich
8 Jahre
2016-09 - heute

Meetup with founders of chatbot startups

Founder & event planner
Founder & event planner
  • Meetup with founders of chatbot startups, 170+ participants, 1.6K views on FB Live
  • Artificial Intelligence community with 1700 members
own company [name on request]
Munich
1 Monat
2020-04 - 2020-04

Coronathon ? a business hackathon against Corona

Organizer & project manager
Organizer & project manager
  • Created a concept, acquired 2 customers, ~15 mentors, ~50 participants
7 Monate
2019-06 - 2019-12

BI tool rollouts, data management

Senior Data Scientist process mining machine learning SQL ...
Senior Data Scientist
  • Team leadership, onboarding, and mentoring for 5+ team members
  • Design, implementation of 3 internal working processes of the App Store department
  • Rollouts of Celonis process mining software, task and requirements specification
Celonis Spoon API
process mining machine learning SQL Python
Celonis SE
München
2 Jahre
2017-06 - 2019-05

Automation of tasks, predictive modeling

Data Scientist process mining machine learning SQL ...
Data Scientist
  • Operations management of the department through tooling and backend automation
  • Development of ETL with Python (requests, json, SQLalchemy), Java, and SQL
Celonis
process mining machine learning SQL Python
Celonis SE
München
1 Monat
2017-04 - 2017-04

Data hackathon

Development of an app to calculate safe routes for business travelers

  • Worked in a team as data analyst in R
Celonis
6 Monate
2016-10 - 2017-03

Analysis of factors

Data Analyst || Master Thesis
Data Analyst || Master Thesis
  • Analysis of factors that influence effectiveness of search engine advertising
  • Data cleaning, wrangling (data.table), visualization (ggplot2), and modeling in R
OMMAX ? Digital Solutions
Munich
5 Monate
2016-10 - 2017-02

Product concept & design

Product Manager || Intern
Product Manager || Intern
  • Product concept & design for the BestCheck chatbot
CHIP Digital
Munich
3 Monate
2016-08 - 2016-10

Founding an online shop

Co-founder, Chief Operating Officer
Co-founder, Chief Operating Officer
  • Founding an online shop on Ebay; Facebook / VK marketing, selling Pokémon pins
own company [name on request]
Munich ? Kyiv
4 Monate
2016-03 - 2016-06

Social media and app analytics

Marketing Analyst || Intern
Marketing Analyst || Intern
  • Social media and app analytics and optimization in GA und Mixpanel
combyne
Munich
6 Monate
2015-04 - 2015-09

Technology process analysis

Sales and Marketing || Intern
Sales and Marketing || Intern
  • Technology process analysis of the semantic algorithms
Gini
Munich
7 Monate
2014-01 - 2014-07

Leading the team of 2-5 consultants

Tax Consulting Intern (Transfer Pricing Group)
Tax Consulting Intern (Transfer Pricing Group)
  • Leading the team of 2-5 consultants in projects for IT, FMCG, and retail firms
KPMG
Kyiv

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 6 Monate
2014-10 - 2017-03

Business Administration

MSc (GPA 1.5), Ludwig Maximilian University of Munich, Munich
MSc (GPA 1.5)
Ludwig Maximilian University of Munich, Munich
  • Data Analytics
  • New Products Development
  • Electronic Markets
4 Monate
2015-09 - 2015-12

Management, Erasmus

MSc (GPA 17.2/20, approx. 1.3 in Germany), ESSEC Business School, Cergy-Pontoise
MSc (GPA 17.2/20, approx. 1.3 in Germany)
ESSEC Business School, Cergy-Pontoise
3 Jahre 10 Monate
2010-09 - 2014-06

Economics

BSc with Honor (GPA 92/100), Taras Shevchenko National University of Kyiv, Kyiv
BSc with Honor (GPA 92/100)
Taras Shevchenko National University of Kyiv, Kyiv

Kompetenzen

Kompetenzen

Top-Skills

Process Mining Data Science Machine Learning Data Engineering Python SQL SAP Salesforce

Produkte / Standards / Erfahrungen / Methoden

API
Celonis
Spoon

About me:
I use AI to help companies make money through the pragmatic application of artificial intelligence and process mining, in various business functions and across industries.

IT

  • Python
  • Process Mining
  • Machine Learning
  • SQL
  • BI
  • Google Analytics
  • SAP
  • Salesforce
  • BMC Remedy

Programmiersprachen

machine learning
process mining
Python

Datenbanken

SQL

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

Das Freelancer-Portal

Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.