Senior Data & ML Engineer with Cloud Experience
Aktualisiert am 20.08.2023
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 09.08.2023
Verfügbar zu: 100%
davon vor Ort: 100%
Data Engineering
Cloud Engineering
Machine Learning
SQL
Python
Kotlin
Java
Pandas
BigQuery
Spanner
Dataflow
Agile Softwareentwicklung
Continuous Integration
DevOps
TDD
Scrum
Kanban
Terraform
Kubernetes
Docker
Google Cloud Platform
Azure
Databricks

Einsatzorte

Deutschland
möglich

Projekte

1 Jahr
2022-09 - heute

Design & Implementation of explainer modules

Data & ML Engineer Python feast div. Google Cloud Platform tools & products ...
Data & ML Engineer
  • Design & Implementation of explainer modules for ML models using Python, feast, div. Google Cloud Platform tools & products, and SOTA algorithms in eXplainable AI
Python feast div. Google Cloud Platform tools & products SOTA algorithms in eXplainable AI
Inlinity
Hamburg
9 Monate
2022-04 - 2022-12

Implementation & Optimization of a feature engineering library

Freelance Data Engineer Python feast Apache Spark ...
Freelance Data Engineer
  • Implementation & Optimization of a feature engineering library using Python, feast, Apache Spark, Azure Databricks
Python feast Apache Spark Azure Databricks
MobileWalla
Singapore
3 Monate
2022-03 - 2022-05

Design & implementation of a transaction classification system

Freelance ML Engineer TypeScript Python Vertex AI ...
Freelance ML Engineer
  • Design & implementation of a transaction classification system using TypeScript, Python, as well as Google Cloud Platform Tools like Vertex AI, Pub/Sub, BigQuery, MongoDB
TypeScript Python Vertex AI Pub/Sub BigQuery MongoDB
Wingspan
San Francisco
5 Monate
2021-11 - 2022-03

Design & implementation of data services & ETL pipelines

Freelance Engineer Java Python Pub/Sub ...
Freelance Engineer
  • Design & implementation of data services & ETL pipelines using Java, Python, as well as Google Cloud Platform Tools like Pub/Sub, Dataflow, Apache Beam, Airflow, BigQuery, BigTable, Spanner, Kubernetes, Terraform & Terragrun
Java Python Pub/Sub Dataflow Apache Beam Airflow BigQuery BigTable Spanner Kubernetes Terraform Terragrunt
RTL Data
Cologne
3 Jahre 5 Monate
2018-04 - 2021-08

Implementation of a PoC for text summarization

Lead Data Engineer Python FastAPI Azure ML ...
Lead Data Engineer
  • Implementation of a PoC for text summarization using long former models on MS Azure using Python, FastAPI, Azure ML, Azure AKS, Github Actions
  • Design & implementation of a cloud-based data platform (data products, data models, ETL pipelines, etc) for a large German bank using Java, Python, as well as Google Cloud Platform Tools like Pub/Sub, Dataflow, Apache Beam, Airflow, BigQuery, BigTable, Spanner, Kubernetes, Terraform & Terragrunt
  • Developed microservices for an App using Kotlin, Spring Boot, EventStore, Kubernetes, Docker, MS Azure
  • Developed an application to demonstrate event-driven communication using Apache Kafka, Angular JS and IBM MQ

Python FastAPI Azure ML Azure AKS Github Actions Java Pub/Sub Dataflow Apache Beam Airflow BigQuery BigTable Spanner Kubernetes Terraform Terragrunt Kotlin Spring Boot EventStore Docker MS Azure Apache Kafka Angular JS IBM MQ
Senacor Techn. AG
Berlin
6 Jahre 11 Monate
2010-12 - 2017-10

Participated in two Projects

Research Assistant Python Java Apache Flink ...
Research Assistant
  • Participated in Project (on Request) Design & implementation of two data processing & machine learning pipelines using Python, Java, Apache Flink, Postgres
  • Participated in Project (on Request) Explorative research in adaptive query execution
  • Managed student developers, worked as teaching assistant
Python Java Apache Flink Postgres
Humboldt Universitat
Berlin
5 Jahre 2 Monate
2005-10 - 2010-11

Designed and developed system to collect and convert e-papers

Software Engineer Java JPA JBoss Seam
Software Engineer
  • Designed and developed system to collect and convert e-papers in various formats to PDF/A documents using Java, JPA and JBoss Seam
  • Worked as software developer in projects for numerous customers among them: 
    • Deutsche Bahn AG 
    • Critical Path
    • O2 UK 
    • Aperto AG
    • Cornelsen Verlag
  • Extended and maintained a parallel system to periodically collect a hundreds of thousands of RSS feeds within a fixed time frame using Java
Java JPA JBoss Seam
iSquare GmbH
Berlin

Aus- und Weiterbildung

12 Jahre 9 Monate
2010-12 - heute

Ph.D. Student in Computer Science

Humboldt Universitat zu Berlin
Humboldt Universitat zu Berlin

Kompetenzen

Top-Skills

Data Engineering Cloud Engineering Machine Learning SQL Python Kotlin Java Pandas BigQuery Spanner Dataflow Agile Softwareentwicklung Continuous Integration DevOps TDD Scrum Kanban Terraform Kubernetes Docker Google Cloud Platform Azure Databricks

Produkte / Standards / Erfahrungen / Methoden

Skills: 

Cloud Data & ML Engineering

  • Python
  • Pandas
  • Numpy
  • Sklearn
  • Tensorflow
  • SQL
  • Docker
  • Kubernetes
  • Terraform & Terragrunt
  • Apache Flink
  • Apache Beam
  • Google Cloud Platform: 
    • BigQuery
    • BigTable 
    • Spanner 
    • Cloud Run 
    • Pub/Sub
    • Cloud Functions
    • Vertex AI
    • Cloud Dataflow
  • MS Azure: 
    • Databricks
    • Azure ML 
    • AKS


JVM-Based Backend Development

  • Kotlin
  • Java
  • Sprint Boot
  • Hibernate
  • JUnit
  • Mockito
  • Mockk


Other Technologies/Tools/Processes

  • REST
  • Node.js
  • TypeScript
  • Git
  • CI/CD w/ GitHub Actions & Gitlab
  • YAML
  • JSON
  • XML
  • Scrum
  • Kanban
  • Jenkins
  • Bamboo
  • Test Driven Development

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Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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