Fachkenntnisse in den Bereichen Softwareentwicklung, Data Science und Management komplexer Projekte von der Konzeption bis zum Abschluss.
Aktualisiert am 29.08.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 31.07.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Software Development
Data Science
Business Intelligence
Python
Webentwicklung
Machine Learning
Datenanalyse
Geschäftsanalytik
C#
Unity
Natural Language Processing
Data Visualization
Technical Management
agiles Projektmanagement
Datenarchitektur
Datenbankabfrage
Datenbank
Scrum Master
Django
Flask
Microservices
Docker
SQL
German
fluent
English
fluent
Dutch
Muttersprache

Einsatzorte

Einsatzorte

Berlin (+200km)
Deutschland
möglich

Projekte

Projekte

4 years 1 month
2020-09 - now

Lead the product and software development

CTO & Co-Founder Python Webentwicklung Maschinelles Lernen ...
CTO & Co-Founder
  • Lead the product and software development of (name on request), a digital job platform for nurses
  • Make strategic product decisions ensuring market demands are met
  • Optimizing recruitment processes and internal business through integration of our platform with custom made workflow automation solutions
  • Implemented a machine learning-based recommender system
  • Integrated Open AI?s ChatGPT API to automatically generate job opening texts from structured data
  • Manage a team of developers, designers and UX researchers, ensuring high-quality, secure, and compliant product delivery
Google Cloud AWS Looker Amazon QuickSight Sentry Firebase Google Analytics Google Tag Manager Atlassian JIRA Miro Asana
Python Webentwicklung Maschinelles Lernen Produktentwicklung Produktstrategie React Docker Datenbankadministration SQL RESTful API DevOps Sentry Looker Amazon Quicksight Firebase Flask AWS Google Cloud Zoho Projektleitung Teamleading Strategieplanung Scrum Systemarchitektur Sicherheit und Compliance CI/CD-Pipeline Infrastructure as Code Deploymentautomatisierung automatisierte Softwaretests Überwachung und Protokollierung kontinuierliche Überwachung Release-Management Agile Softwareentwicklung
on request
Berlin
4 years 1 month
2020-07 - 2024-07

Game development

Founder C# Game Development
Founder
  • Designed and released puzzle game Ekstase on Steam & Nintendo Switch
  • Utilized Unity and C# for game development, showcasing skills in software engineering and creative design
Unity Azure Sentry
C# Game Development
on request
Berlin
2 years 3 months
2018-07 - 2020-09

Developed internal workflow automation

Python NLP API-Entwicklung ...
  • Led the software development of many internal tools.
  • Developed internal workflow automation solutions including machine learning-based applications such as: "Smart Message Templates" API for automated recruiting processes which was sold to XING and implemented on their platform. Created a Chrome-browser plugin to streamline recruiter workflows, enhancing productivity through automation and AI-written messages on XING. CV-parser tool which read in CVs and created structured data for our internally used applicant tracking system
AWS Sentry
Python NLP API-Entwicklung SQL JavaScript Google Chrome-Erweiterungen Web Scraping HTML CSS Amazon Web Services Zoho API Sentry Agile Softwareentwicklung
Searchtalent
Berlin
10 months
2019-03 - 2019-12

Entwicklung eines Microservice für XING (über Searchtalent)

Python NLP API-Entwicklung ...
  • Entwicklung des Microservices ?Smart Message Templates? zum Schreiben von auf maschinellem Lernen basierten Nachrichten. Dieser Microservice wurde auf der Jobplattform Xing implementiert
AWS
Python NLP API-Entwicklung Flask SQL Web Scraping HTML CSS JavaScript Amazon Web Services Sentry Agile Softwareentwicklung
XING
Berlin
9 months
2018-07 - 2019-03

Entwicklung eines Microservice für Haufe (über Searchtalent)

Python NLP API Entwicklung ...
  • Entwicklung eines Whatsapp-integrierten Microservices, der es ermöglicht, smarte Recruiter-Nachrichten direkt über Whatsapp zu versenden
AWS
Python NLP API Entwicklung Flask SQL Web Scraping HTML CSS JavaScript Amazon Web Services Twilio Whatsapp Sentry Agile Softwareentwicklung
Haufe
Berlin
10 months
2017-09 - 2018-06

Machine learning and analyses to predict employee performance & retention

Data Scientist Python Maschinelles Lernen Datenvisualisierung ...
Data Scientist
  • Machine learning and analyses to predict employee performance & retention
  • Utilized web scraping and data visualization to deliver actionable insights
Python Maschinelles Lernen Datenvisualisierung Web Scraping Agile Softwareentwicklung Data Scientist Data Analyst
Talent Data Labs
Amsterdam

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2013-10 - 2016-10

PhD (Triple Degree) in Computational Neuroscience

Magna Cum Laude, Universitäten Freiburg, Strassburg und Basel
Magna Cum Laude
Universitäten Freiburg, Strassburg und Basel
  • Electrophysiological experiments, genetic manipulation (optogenetics) and behavioral tests to research chronic pain/depression comorbidity
  • Created machine learning algorithms and wrote analysis software to analyze terabytes of data generated from brain recordings
  • Created data dashboards for presenting academic research finding
  • Technologies: Python, Machine Learning, SQL, Data Visualization

Kompetenzen

Kompetenzen

Top-Skills

Software Development Data Science Business Intelligence Python Webentwicklung Machine Learning Datenanalyse Geschäftsanalytik C# Unity Natural Language Processing Data Visualization Technical Management agiles Projektmanagement Datenarchitektur Datenbankabfrage Datenbank Scrum Master Django Flask Microservices Docker SQL

Schwerpunkte

Softwareentwicklung
Experte
Data Science
Experte
Business Analytics
Experte
Web-Entwicklung
Experte
Progressive Web App Entwicklung
Experte
Automatisierungslösungen
Experte
RESTful API Entwicklung
Experte
Test Driven Development
Experte
Unit Testing
Experte
ChatGPT Integration
Experte
Amazon Web Services
Experte
Google Cloud
Experte
Microsoft Azure
Fortgeschritten
Erstellung von Modellen für maschinelles Lernen
Experte
prädiktive Modellierung
Experte
statistische Analyse
Experte
Datenvisualisierung,
Experte
Data Mining
Experte
Natural Language Processing (NLP)
Experte
Big Data
Experte
Integration von Modellen für maschinelles Lernen in bestehende Software
Experte
CI/CD-Pipeline
Experte
Infrastructure as Code
Experte
Deploymentautomatisierung
Experte
automatisierte Softwaretests
Experte
Monitoring und Logging
Experte
continuous monitoring
Experte
Release-Management
Experte
Game Development
Experte
Unity
Experte

Aufgabenbereiche

Softwareentwicklung
Experte
Data Science
Experte
Business Analytics
Experte
IT-Führung
Experte

Produkte / Standards / Erfahrungen / Methoden

Profile:

  • Experienced software developer with a strong background in full-stack development & machine learning
  • Building both customer facing apps as well as workflow automation solutions
  • Proven track record of leading technical teams and developing innovative solutions
  • Seeking freelance opportunities to leverage my expertise in creating scalable, high-performance applications


Software Development skills:

  • Restful API Development
  • Test Driven Development
  • Unit Testing
  • Natural Language Processing
  • Google Chrome Extensions
  • Machine Learning
  • Neural Networks,
  • Data Analysis
  • Classification
  • Regression
  • People Analytics
  • HR Automation
  • Data Visualization
  • Big Data
  • Web Scraping
  • Unity
  • Game Development
  • C# Programming
  • Python Programming
  • DevOps
  • CI/CD Pipeline
  • Deployment Automation
  • Database Architecture
  • SQL


Management skills:

  • Technical Leadership
  • Technology & Product Strategy
  • Product Development
  • Project Management
  • System Architecture
  • Security and Compliance
  • KPIs and Metrics
  • Technical Due Diligence

Programmiersprachen

Python
Experte
SQL
Experte
C#
Experte
HTML
Experte
CSS
Fortgeschritten

Datenbanken

Amazon RDS
Experte
SQLalchmemy
Experte
Datenbank-Management
Experte
Datenbank-Architektur
Experte

Datenkommunikation

Datenvisualisierung,
Experte
prädiktive Analyse
Experte
ETL-Prozesse
Fortgeschritten
Personalanalyse
Experte
Tableau
Fortgeschritten
Looker,
Experte
Power BI
Fortgeschritten
Amazon Quicksight
Experte

Managementerfahrung in Unternehmen

CTO
Experte
IT-Führung
Experte
Produktentwicklung
Experte
Jira
Experte
Miro
Experte
Asana
Experte
Agiles Management
Experte
Scrum,
Experte
Führen von technischen Teams
Experte
Projektmanagement,
Experte
Technologie- und Produktstrategie
Experte
Produktentwicklung,
Experte

Einsatzorte

Einsatzorte

Berlin (+200km)
Deutschland
möglich

Projekte

Projekte

4 years 1 month
2020-09 - now

Lead the product and software development

CTO & Co-Founder Python Webentwicklung Maschinelles Lernen ...
CTO & Co-Founder
  • Lead the product and software development of (name on request), a digital job platform for nurses
  • Make strategic product decisions ensuring market demands are met
  • Optimizing recruitment processes and internal business through integration of our platform with custom made workflow automation solutions
  • Implemented a machine learning-based recommender system
  • Integrated Open AI?s ChatGPT API to automatically generate job opening texts from structured data
  • Manage a team of developers, designers and UX researchers, ensuring high-quality, secure, and compliant product delivery
Google Cloud AWS Looker Amazon QuickSight Sentry Firebase Google Analytics Google Tag Manager Atlassian JIRA Miro Asana
Python Webentwicklung Maschinelles Lernen Produktentwicklung Produktstrategie React Docker Datenbankadministration SQL RESTful API DevOps Sentry Looker Amazon Quicksight Firebase Flask AWS Google Cloud Zoho Projektleitung Teamleading Strategieplanung Scrum Systemarchitektur Sicherheit und Compliance CI/CD-Pipeline Infrastructure as Code Deploymentautomatisierung automatisierte Softwaretests Überwachung und Protokollierung kontinuierliche Überwachung Release-Management Agile Softwareentwicklung
on request
Berlin
4 years 1 month
2020-07 - 2024-07

Game development

Founder C# Game Development
Founder
  • Designed and released puzzle game Ekstase on Steam & Nintendo Switch
  • Utilized Unity and C# for game development, showcasing skills in software engineering and creative design
Unity Azure Sentry
C# Game Development
on request
Berlin
2 years 3 months
2018-07 - 2020-09

Developed internal workflow automation

Python NLP API-Entwicklung ...
  • Led the software development of many internal tools.
  • Developed internal workflow automation solutions including machine learning-based applications such as: "Smart Message Templates" API for automated recruiting processes which was sold to XING and implemented on their platform. Created a Chrome-browser plugin to streamline recruiter workflows, enhancing productivity through automation and AI-written messages on XING. CV-parser tool which read in CVs and created structured data for our internally used applicant tracking system
AWS Sentry
Python NLP API-Entwicklung SQL JavaScript Google Chrome-Erweiterungen Web Scraping HTML CSS Amazon Web Services Zoho API Sentry Agile Softwareentwicklung
Searchtalent
Berlin
10 months
2019-03 - 2019-12

Entwicklung eines Microservice für XING (über Searchtalent)

Python NLP API-Entwicklung ...
  • Entwicklung des Microservices ?Smart Message Templates? zum Schreiben von auf maschinellem Lernen basierten Nachrichten. Dieser Microservice wurde auf der Jobplattform Xing implementiert
AWS
Python NLP API-Entwicklung Flask SQL Web Scraping HTML CSS JavaScript Amazon Web Services Sentry Agile Softwareentwicklung
XING
Berlin
9 months
2018-07 - 2019-03

Entwicklung eines Microservice für Haufe (über Searchtalent)

Python NLP API Entwicklung ...
  • Entwicklung eines Whatsapp-integrierten Microservices, der es ermöglicht, smarte Recruiter-Nachrichten direkt über Whatsapp zu versenden
AWS
Python NLP API Entwicklung Flask SQL Web Scraping HTML CSS JavaScript Amazon Web Services Twilio Whatsapp Sentry Agile Softwareentwicklung
Haufe
Berlin
10 months
2017-09 - 2018-06

Machine learning and analyses to predict employee performance & retention

Data Scientist Python Maschinelles Lernen Datenvisualisierung ...
Data Scientist
  • Machine learning and analyses to predict employee performance & retention
  • Utilized web scraping and data visualization to deliver actionable insights
Python Maschinelles Lernen Datenvisualisierung Web Scraping Agile Softwareentwicklung Data Scientist Data Analyst
Talent Data Labs
Amsterdam

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2013-10 - 2016-10

PhD (Triple Degree) in Computational Neuroscience

Magna Cum Laude, Universitäten Freiburg, Strassburg und Basel
Magna Cum Laude
Universitäten Freiburg, Strassburg und Basel
  • Electrophysiological experiments, genetic manipulation (optogenetics) and behavioral tests to research chronic pain/depression comorbidity
  • Created machine learning algorithms and wrote analysis software to analyze terabytes of data generated from brain recordings
  • Created data dashboards for presenting academic research finding
  • Technologies: Python, Machine Learning, SQL, Data Visualization

Kompetenzen

Kompetenzen

Top-Skills

Software Development Data Science Business Intelligence Python Webentwicklung Machine Learning Datenanalyse Geschäftsanalytik C# Unity Natural Language Processing Data Visualization Technical Management agiles Projektmanagement Datenarchitektur Datenbankabfrage Datenbank Scrum Master Django Flask Microservices Docker SQL

Schwerpunkte

Softwareentwicklung
Experte
Data Science
Experte
Business Analytics
Experte
Web-Entwicklung
Experte
Progressive Web App Entwicklung
Experte
Automatisierungslösungen
Experte
RESTful API Entwicklung
Experte
Test Driven Development
Experte
Unit Testing
Experte
ChatGPT Integration
Experte
Amazon Web Services
Experte
Google Cloud
Experte
Microsoft Azure
Fortgeschritten
Erstellung von Modellen für maschinelles Lernen
Experte
prädiktive Modellierung
Experte
statistische Analyse
Experte
Datenvisualisierung,
Experte
Data Mining
Experte
Natural Language Processing (NLP)
Experte
Big Data
Experte
Integration von Modellen für maschinelles Lernen in bestehende Software
Experte
CI/CD-Pipeline
Experte
Infrastructure as Code
Experte
Deploymentautomatisierung
Experte
automatisierte Softwaretests
Experte
Monitoring und Logging
Experte
continuous monitoring
Experte
Release-Management
Experte
Game Development
Experte
Unity
Experte

Aufgabenbereiche

Softwareentwicklung
Experte
Data Science
Experte
Business Analytics
Experte
IT-Führung
Experte

Produkte / Standards / Erfahrungen / Methoden

Profile:

  • Experienced software developer with a strong background in full-stack development & machine learning
  • Building both customer facing apps as well as workflow automation solutions
  • Proven track record of leading technical teams and developing innovative solutions
  • Seeking freelance opportunities to leverage my expertise in creating scalable, high-performance applications


Software Development skills:

  • Restful API Development
  • Test Driven Development
  • Unit Testing
  • Natural Language Processing
  • Google Chrome Extensions
  • Machine Learning
  • Neural Networks,
  • Data Analysis
  • Classification
  • Regression
  • People Analytics
  • HR Automation
  • Data Visualization
  • Big Data
  • Web Scraping
  • Unity
  • Game Development
  • C# Programming
  • Python Programming
  • DevOps
  • CI/CD Pipeline
  • Deployment Automation
  • Database Architecture
  • SQL


Management skills:

  • Technical Leadership
  • Technology & Product Strategy
  • Product Development
  • Project Management
  • System Architecture
  • Security and Compliance
  • KPIs and Metrics
  • Technical Due Diligence

Programmiersprachen

Python
Experte
SQL
Experte
C#
Experte
HTML
Experte
CSS
Fortgeschritten

Datenbanken

Amazon RDS
Experte
SQLalchmemy
Experte
Datenbank-Management
Experte
Datenbank-Architektur
Experte

Datenkommunikation

Datenvisualisierung,
Experte
prädiktive Analyse
Experte
ETL-Prozesse
Fortgeschritten
Personalanalyse
Experte
Tableau
Fortgeschritten
Looker,
Experte
Power BI
Fortgeschritten
Amazon Quicksight
Experte

Managementerfahrung in Unternehmen

CTO
Experte
IT-Führung
Experte
Produktentwicklung
Experte
Jira
Experte
Miro
Experte
Asana
Experte
Agiles Management
Experte
Scrum,
Experte
Führen von technischen Teams
Experte
Projektmanagement,
Experte
Technologie- und Produktstrategie
Experte
Produktentwicklung,
Experte

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