freiberufler Machine Learning Engineer auf freelance.de

Machine Learning Engineer

offline
  • auf Anfrage
  • 13125 Berlin
  • auf Anfrage
  • de  |  en  |  pl
  • 14.10.2023

Kurzvorstellung

With a Bachelor's in Industrial Engineering from Hochschule Fresenius and roles at Axel Springer/Deloitte, I've mastered technologies like Python and AWS. As Co-Founder and Chief AI Officer at Cultway GmbH, I've pioneered AI software solutions.

Qualifikationen

  • Amazon Web Services (AWS)
  • Cloud Computing
  • Data Science
  • Maschinelles Lernen
  • Natural Language Processing
  • Projektmanagement (IT)
  • Python
  • SQL

Zertifikate

AWS Certified Data Analytics - Specialty
Amazon Web Services (AWS)
2023
AWS Certified Solutions Architect - Associate
Amazon Web Services (AWS)
2022
AWS Certified Cloud Practitioner
Amazon Web Services (AWS)
2022
Machine Learning Engineering for Production (MLOps) Specialization
Coursera
2022
Machine Learning
Stanford University
2020

Ausbildung

Industrial Engineering
Bachelor of Engineering
Hochschule Fresenius
2018
Berlin

Über mich

With a solid grounding from Hochschule Fresenius, where I earned a Bachelor of Engineering in Industrial Engineering, my career trajectory has been an exciting blend of machine learning theory and hands-on application. The journey has seen me transition through roles at idealo internet GmbH, Deloitte, and AllCloud, acquiring a robust skill set in technologies like Python, PySpark, SQL, PyTorch, Keras, and a comprehensive suite of AWS Services.

At AllCloud, I was instrumental in co-developing a data platform utilizing AWS services and Apache Airflow, which is a testament to my skills in managing AWS-centric data platforms. My tenure at Deloitte was marked by contributing to a team-designed NLP system on Amazon SageMaker, showcasing my adeptness with AWS SageMaker among other AWS services. My venture into real-time language translation and AI-powered translation platforms further underscores my ability to innovate and drive efficiency in practical AI applications.

As a Co-Founder, Machine Learning Engineer, and Chief AI Officer at Cultway GmbH, I've spearheaded the development of software that transforms user text input into high-quality presentation slides and animated, voiced videos. This project, alongside my prior experience in developing a financial assistant using the OpenAI API, highlights my knack for creating intelligent software and MVPs that cater to real-world needs.

My AWS Certified Solutions Architect - Associate and AWS Certified Data Analytics - Specialty certifications, alongside my vast experience in deploying scalable AWS-centric solutions, underscore my expertise and readiness to tackle complex projects within the AWS ecosystem. I am keen on bringing my machine learning acumen, AWS expertise, and innovative mindset to your team, ensuring your projects benefit from cutting-edge AI solutions and AWS best practices.

Weitere Kenntnisse

Technologies: Python, PySpark, SQL, PyTorch, Keras, AWS Services, Docker, Apache Airflow, MLflow, Flask, FastAPI, Swagger, Git, Bitbucket & Jira, DVC, Poetry, BentoML

Python Packages: Scikit-Learn, TensorFlow, Keras, NumPy, Pandas, Matplotlib, Fbprophet

Concepts: Strong grasp of APIs, Object-oriented Programming, Agile Frameworks, Statistical Analysis, Linear and Logistic Regression, Linear Algebra, and Unsupervised/Supervised Learning concepts.

Languages: Multilingual in German (native), Polish (native), and English (CEFR C1.1).

Persönliche Daten

Sprache
  • Deutsch (Muttersprache)
  • Englisch (Fließend)
  • Polnisch (Fließend)
Reisebereitschaft
auf Anfrage
Arbeitserlaubnis
  • Europäische Union
Home-Office
bevorzugt
Profilaufrufe
216
Alter
31
Berufserfahrung
6 Jahre und 8 Monate (seit 03/2018)
Projektleitung
1 Jahr

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