I am an AI and Machine Learning expert with a focus on computer vision tasks. I offer to bring your envisioned AI Solution from concept to completion.
Aktualisiert am 18.12.2023
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 18.12.2023
Verfügbar zu: 100%
davon vor Ort: 100%
Python
Künstliche Intelligenz
Machine Learning
TensorFlow
Google Cloud Vision API
German
Muttersprache
English
Fluent

Einsatzorte

Einsatzorte

Munich (+10km)
Deutschland
möglich

Projekte

Projekte

3 months
2023-09 - 2023-11

Water measurement Iot Platform

Lead Developer IoT Platform JavaScript Python Azure ...
Lead Developer IoT Platform
  • Developed backend on Azure and implemented user management, authentication,automated email alerts and data ingestion.
  • Created a web application in react for data visualization, device and user management.
JavaScript Python Azure SQL Flask React Git
7 months
2023-03 - 2023-09

Enabling a robotic arm to pick und objects

Computer Vision Engineer Python PyTorch Git ...
Computer Vision Engineer
  • Created a system that enables a robotic arm to accurately locate an object.The object had to be known but only a single RGB Camera was needed.
  • Integrated the System with the Roboter control and a digital Twin.
Python PyTorch Git GCP
NTT Data
Munich
11 months
2022-05 - 2023-03

Salesforce to Google Cloud Platform Data Warehouse Migration

Business Analyst(GCP) SQL Jira Scrum ...
Business Analyst(GCP)
  • Translated business requirements into actionable technical descriptions.
  • Assessed the feasibility of the required tasks within the GCP environment.
  • Wrote SQL scripts for ETL Pipelines and helped with Table architecture decisions.
SQL Jira Scrum Google Cloud Platform (GCP)
NTT Data
Munich
1 year 7 months
2020-11 - 2022-05

AI that learns from human interactions

AI Researcher Python PyQt TensorFlow ...
AI Researcher
  • Created AI models that learn from data as well as from user feedback.
  • Utilized Inductive Logic Programming to blend machine learning with logical problem-solving.
  • Developed user-friendly interfaces for interacting with AI models.
Python PyQt TensorFlow Git
Bavarian Institute for Digital Transformation
Munich
1 year
2019-12 - 2020-11

Automatic counting of a pallet content

AI/Machine Learning Engineer Python TensorFlow Spring ...
AI/Machine Learning Engineer
  • Developed an computer vision algorithm to reliably detect the content of a pallet of goods. Removing the need of manual counting
  • Optimized the deep learning models to work on mobile devices (energy consumption,time to execute)
  • Managed synthetic data creation and labeling, allowing the project to suceeed with little collected data
Python TensorFlow Spring OpenCV Java (Android) Git

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 7 months
2016-04 - 2019-10

Computer Science (AI)

Master, Technical University Berlin
Master
Technical University Berlin
  • Strong focus on AI and machine learning.
  • Completed an exchange semester at Helsinki University, with coursework inadvanced AI.
  • Master?s Thesison Request
3 years 10 months
2012-04 - 2016-01

Computer Science

Bachelor, University of Applied Sciences Karlsruhe
Bachelor
University of Applied Sciences Karlsruhe
  • Participated in an exchange program at Tecnologico de Monterrey, Mexico
  • Bachelor?s Thesison Request

Position

Position

I am an experienced AI and Machine Learning Expert specializing in computer vision. My expertise lies in bringing AI solutions from concept to completion, with a proven track record in project leadership and innovative problem-solving.

Kompetenzen

Kompetenzen

Top-Skills

Python Künstliche Intelligenz Machine Learning TensorFlow Google Cloud Vision API

Produkte / Standards / Erfahrungen / Methoden

Summary:

I am an AI and Machine Learning expert with a focus on computer vision tasks. I offer to bring your envisioned AI Solution from concept to completion.


Tech Stack:

Python

  • Experience with machine learning libraries (TensorFlow, PyTorch, Keras, scikit-learn, etc.), computer vision (OpenCV), UI design (PyQt5), and deployment techniques (TFLite, REST APIs, etc.)


Java

  • Experience with Spring, Android development, and testing frameworks


C/C++

  • Experience with the Havok engine and game design


Hyperscalers

  • GCP, AWS, Azure


Programs

  • Linux, Windows, LATEX, MS Office products, Version control (Git, CVS, DvC), and agile tools (Jira, etc.)

IDEs

  • IntelliJ IDEs, Eclipse, and Visual Studio


Agile Practices

  • Code reviews, Scrum, TDD, and pair programming


Databases

  • SQL queries, migration, etc.

Einsatzorte

Einsatzorte

Munich (+10km)
Deutschland
möglich

Projekte

Projekte

3 months
2023-09 - 2023-11

Water measurement Iot Platform

Lead Developer IoT Platform JavaScript Python Azure ...
Lead Developer IoT Platform
  • Developed backend on Azure and implemented user management, authentication,automated email alerts and data ingestion.
  • Created a web application in react for data visualization, device and user management.
JavaScript Python Azure SQL Flask React Git
7 months
2023-03 - 2023-09

Enabling a robotic arm to pick und objects

Computer Vision Engineer Python PyTorch Git ...
Computer Vision Engineer
  • Created a system that enables a robotic arm to accurately locate an object.The object had to be known but only a single RGB Camera was needed.
  • Integrated the System with the Roboter control and a digital Twin.
Python PyTorch Git GCP
NTT Data
Munich
11 months
2022-05 - 2023-03

Salesforce to Google Cloud Platform Data Warehouse Migration

Business Analyst(GCP) SQL Jira Scrum ...
Business Analyst(GCP)
  • Translated business requirements into actionable technical descriptions.
  • Assessed the feasibility of the required tasks within the GCP environment.
  • Wrote SQL scripts for ETL Pipelines and helped with Table architecture decisions.
SQL Jira Scrum Google Cloud Platform (GCP)
NTT Data
Munich
1 year 7 months
2020-11 - 2022-05

AI that learns from human interactions

AI Researcher Python PyQt TensorFlow ...
AI Researcher
  • Created AI models that learn from data as well as from user feedback.
  • Utilized Inductive Logic Programming to blend machine learning with logical problem-solving.
  • Developed user-friendly interfaces for interacting with AI models.
Python PyQt TensorFlow Git
Bavarian Institute for Digital Transformation
Munich
1 year
2019-12 - 2020-11

Automatic counting of a pallet content

AI/Machine Learning Engineer Python TensorFlow Spring ...
AI/Machine Learning Engineer
  • Developed an computer vision algorithm to reliably detect the content of a pallet of goods. Removing the need of manual counting
  • Optimized the deep learning models to work on mobile devices (energy consumption,time to execute)
  • Managed synthetic data creation and labeling, allowing the project to suceeed with little collected data
Python TensorFlow Spring OpenCV Java (Android) Git

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 7 months
2016-04 - 2019-10

Computer Science (AI)

Master, Technical University Berlin
Master
Technical University Berlin
  • Strong focus on AI and machine learning.
  • Completed an exchange semester at Helsinki University, with coursework inadvanced AI.
  • Master?s Thesison Request
3 years 10 months
2012-04 - 2016-01

Computer Science

Bachelor, University of Applied Sciences Karlsruhe
Bachelor
University of Applied Sciences Karlsruhe
  • Participated in an exchange program at Tecnologico de Monterrey, Mexico
  • Bachelor?s Thesison Request

Position

Position

I am an experienced AI and Machine Learning Expert specializing in computer vision. My expertise lies in bringing AI solutions from concept to completion, with a proven track record in project leadership and innovative problem-solving.

Kompetenzen

Kompetenzen

Top-Skills

Python Künstliche Intelligenz Machine Learning TensorFlow Google Cloud Vision API

Produkte / Standards / Erfahrungen / Methoden

Summary:

I am an AI and Machine Learning expert with a focus on computer vision tasks. I offer to bring your envisioned AI Solution from concept to completion.


Tech Stack:

Python

  • Experience with machine learning libraries (TensorFlow, PyTorch, Keras, scikit-learn, etc.), computer vision (OpenCV), UI design (PyQt5), and deployment techniques (TFLite, REST APIs, etc.)


Java

  • Experience with Spring, Android development, and testing frameworks


C/C++

  • Experience with the Havok engine and game design


Hyperscalers

  • GCP, AWS, Azure


Programs

  • Linux, Windows, LATEX, MS Office products, Version control (Git, CVS, DvC), and agile tools (Jira, etc.)

IDEs

  • IntelliJ IDEs, Eclipse, and Visual Studio


Agile Practices

  • Code reviews, Scrum, TDD, and pair programming


Databases

  • SQL queries, migration, etc.

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.