Python Developer and Machine Learning Engineer with 4+ years of experience.
Aktualisiert am 06.03.2025
Profil
Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 06.03.2025
Verfügbar zu: 100%
davon vor Ort: 0%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters
English
Verhandlungssicher
Geman
Grundkenntnisse

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 Monate
2020-04 - 2020-09

Cell Detection and Segmentation in microscopy images using Deep Learning

Master Thesis Python Deep Learning TensorFlow ...
Master Thesis
  • Implementation of a neural network for cell detection (and segmentation) in microscopy images.
  • Modification of the neural network to detect cells in given images (transfer learning).
  • Annotation and augmentation of cells in microscopy images to improve the network detection rate and segmentation accuracy.
Python Deep Learning TensorFlow OpenAPI
Cladiac GmbH

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2018-10 - 2020-09

Master of Science in Applied Computer Science

SRH University of Heidelberg
SRH University of Heidelberg

Position

Position

Python Developer and Machine Learning Engineer

Kompetenzen

Kompetenzen

Aufgabenbereiche

Software Development & Operations
Experte
  • Developed AI-driven solutions for CI/CD, resulting in a 30% reduction in deployment time and improving GitHub commit analysis accuracy by 25%
  • Developed Gen-AI chatbot for the Piper library using Langchain, automating 50% of manual CI/CD tasks.
  • Developed and refactored Python scripts for internal monitoring solutions to enhance incident management.
  • Implemented AI-based monitoring for proactive failure detection.
  • Automated infrastructure with Python, Groovy, and Shell scripts, adhering to clean code principles.
  • Experienced with deploying and scaling containerized apps using Kubernetes.

Betriebssysteme

Linux
Experte

Programmiersprachen

Python
Experte
Groovy
Fortgeschritten
Ruby
Fortgeschritten

Datenbanken

SQL
Fortgeschritten
PostgresSQL
Fortgeschritten

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 Monate
2020-04 - 2020-09

Cell Detection and Segmentation in microscopy images using Deep Learning

Master Thesis Python Deep Learning TensorFlow ...
Master Thesis
  • Implementation of a neural network for cell detection (and segmentation) in microscopy images.
  • Modification of the neural network to detect cells in given images (transfer learning).
  • Annotation and augmentation of cells in microscopy images to improve the network detection rate and segmentation accuracy.
Python Deep Learning TensorFlow OpenAPI
Cladiac GmbH

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2018-10 - 2020-09

Master of Science in Applied Computer Science

SRH University of Heidelberg
SRH University of Heidelberg

Position

Position

Python Developer and Machine Learning Engineer

Kompetenzen

Kompetenzen

Aufgabenbereiche

Software Development & Operations
Experte
  • Developed AI-driven solutions for CI/CD, resulting in a 30% reduction in deployment time and improving GitHub commit analysis accuracy by 25%
  • Developed Gen-AI chatbot for the Piper library using Langchain, automating 50% of manual CI/CD tasks.
  • Developed and refactored Python scripts for internal monitoring solutions to enhance incident management.
  • Implemented AI-based monitoring for proactive failure detection.
  • Automated infrastructure with Python, Groovy, and Shell scripts, adhering to clean code principles.
  • Experienced with deploying and scaling containerized apps using Kubernetes.

Betriebssysteme

Linux
Experte

Programmiersprachen

Python
Experte
Groovy
Fortgeschritten
Ruby
Fortgeschritten

Datenbanken

SQL
Fortgeschritten
PostgresSQL
Fortgeschritten

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