Machine Learning Engineer mit Fokus auf NLP und Computer Vision, Experte in Python, TensorFlow, PyTorch sowie Cloud-Technologien wie AWS und Azure.
Aktualisiert am 17.07.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 18.08.2024
Verfügbar zu: 100%
davon vor Ort: 20%
Machine Learning
Deep Learning
Data Scientist
Deep Neural Network
Bildverarbeitung
Industrielle Bildverarbeitung
Spracherkennung
Gesichtserkennung
Python
TensorFlow
PyTorch
Azure
AWS
Docker
Cloud
SQL

Einsatzorte

Einsatzorte

Berlin (+50km) Frankfurt (+50km) Hamburg (+10km) Köln (+10km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

10 Monate
2023-12 - heute

research and development

Machine Learning Engineer
Machine Learning Engineer
  • Spearheaded the research and development of a large language model-based agent.
  • Built and deployed the project?s MVP using DigitalOcean, FastAPI, Docker, Celery and OpenAI APIs, showcasing cloud-based expertise.
  • Enabled autonomous data analysis from multiple sources, demonstrating skill in software architecture and collaboration with client needs.
CountryRisk.io
Remote UK
4 Monate
2023-08 - 2023-11

development of an LLM-based chatbot

LLM Expert
LLM Expert
  • Led the development of an LLM-based chatbot for banking, emphasizing on NLP and machine learning techniques to ensure accuracy and user relevance.
  • Transformed complex functional requirements into effective data models and specifications, bridging the gap between business needs and technical solutions.
  • Collaborated with a team to design and optimize large language models, contributing to state-ofthe-art language understanding and generation capabilities.
insait.io
Remote USA
3 Monate
2023-05 - 2023-07

building an automated text analysis pipeline

NLP Engineer
NLP Engineer
  • Played a pivotal role in building an automated text analysis pipeline utilizing OpenAI's ChatGPT technology to analyze and interpret employee feedback.
  • The purpose of this project was to generate actionable insights for stakeholders about their employees' sentiments and opinions, enhancing understanding and encouraging proactive, informed decision-making.
  • Skills utilized included machine learning, natural language processing, data analysis, and software development.
  • Results included more precise understanding of employee sentiments, enabling stakeholders to make informed decisions based on comprehensive data.
honestly.com
Remote Germany
1 Jahr
2022-05 - 2023-04

Developed an advanced recommendation engine

Machine Learning Engineer
Machine Learning Engineer
  • Developed an advanced recommendation engine and instance segmentation model to enhance user experience, optimize content delivery, and improve product discovery on a experiential commerce platform.
  • Built a personalized ML-based recommendation engine for content and products.
  • Created a state-of-the-art instance segmentation model for improved product segmentation and classification.
  • Implemented high-performance cloud deployments using Docker, Kubernetes, and AWS.
  • Optimized models for low-latency mobile deployments across various devices.
  • Developed annotation guidelines and concepts for efficient data labeling.
  • Support the annotation team for edge case annotations.
MVEMENT.co
Remote USA
2 Jahre 7 Monate
2019-10 - 2022-04

building prototypes

Data Scientist & Machine Learning Engineer
Data Scientist & Machine Learning Engineer
10+ projects of applying data science and machine learning methods on data, building prototypes, solving problems and unlocking insights.
  • Proposing strategies for how customers can integrate state of the art machine learning technologies into their products
  • Training machine learning models for computer vision and natural language processing tasks
  • Deploying models and optimising the utilisation of hardware
various
Berlin, Frankfurt, Upwork

Aus- und Weiterbildung

Aus- und Weiterbildung

2019 - 2021

Cognitive Science

M.Sc.

Technische Universität Darmstadt, Germany


Focus:

  • Strong focus on methods from cognitive science like statistical modelling & machine learning
  • With additional courses in computer science like computer vision, natural language processing and data mining


2013 - 2018

Psychology in Computer Science

B.Sc.

Technische Universität Darmstadt, Germany


Focus:

  • Courses in the areas of psychology, computer science, mathematics and biology

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Deep Learning Data Scientist Deep Neural Network Bildverarbeitung Industrielle Bildverarbeitung Spracherkennung Gesichtserkennung Python TensorFlow PyTorch Azure AWS Docker Cloud SQL

Produkte / Standards / Erfahrungen / Methoden

Profile

Results-driven freelance Machine Learning Engineer with 4+ years of experience in data science, specializing in natural language processing and computer vision. Proven success in delivering datadriven solutions for clients on Upwork with a 100% project success rate. Expert in Python, TensorFlow, PyTorch, and cloud technologies.


Technical Skills

  • Python Data Science Stack
  • Spacy
  • Keras
  • TensorFlow
  • PyTorch
  • HuggingFace
  • Git
  • Docker
  • MongoDB
  • OpenAI
  • OpenCV
  • C#
  • R
  • SQL
  • AWS
  • GCP
  • Azure
  • Linux
  • Kubeflow
  • Triton Inference

Einsatzorte

Einsatzorte

Berlin (+50km) Frankfurt (+50km) Hamburg (+10km) Köln (+10km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

10 Monate
2023-12 - heute

research and development

Machine Learning Engineer
Machine Learning Engineer
  • Spearheaded the research and development of a large language model-based agent.
  • Built and deployed the project?s MVP using DigitalOcean, FastAPI, Docker, Celery and OpenAI APIs, showcasing cloud-based expertise.
  • Enabled autonomous data analysis from multiple sources, demonstrating skill in software architecture and collaboration with client needs.
CountryRisk.io
Remote UK
4 Monate
2023-08 - 2023-11

development of an LLM-based chatbot

LLM Expert
LLM Expert
  • Led the development of an LLM-based chatbot for banking, emphasizing on NLP and machine learning techniques to ensure accuracy and user relevance.
  • Transformed complex functional requirements into effective data models and specifications, bridging the gap between business needs and technical solutions.
  • Collaborated with a team to design and optimize large language models, contributing to state-ofthe-art language understanding and generation capabilities.
insait.io
Remote USA
3 Monate
2023-05 - 2023-07

building an automated text analysis pipeline

NLP Engineer
NLP Engineer
  • Played a pivotal role in building an automated text analysis pipeline utilizing OpenAI's ChatGPT technology to analyze and interpret employee feedback.
  • The purpose of this project was to generate actionable insights for stakeholders about their employees' sentiments and opinions, enhancing understanding and encouraging proactive, informed decision-making.
  • Skills utilized included machine learning, natural language processing, data analysis, and software development.
  • Results included more precise understanding of employee sentiments, enabling stakeholders to make informed decisions based on comprehensive data.
honestly.com
Remote Germany
1 Jahr
2022-05 - 2023-04

Developed an advanced recommendation engine

Machine Learning Engineer
Machine Learning Engineer
  • Developed an advanced recommendation engine and instance segmentation model to enhance user experience, optimize content delivery, and improve product discovery on a experiential commerce platform.
  • Built a personalized ML-based recommendation engine for content and products.
  • Created a state-of-the-art instance segmentation model for improved product segmentation and classification.
  • Implemented high-performance cloud deployments using Docker, Kubernetes, and AWS.
  • Optimized models for low-latency mobile deployments across various devices.
  • Developed annotation guidelines and concepts for efficient data labeling.
  • Support the annotation team for edge case annotations.
MVEMENT.co
Remote USA
2 Jahre 7 Monate
2019-10 - 2022-04

building prototypes

Data Scientist & Machine Learning Engineer
Data Scientist & Machine Learning Engineer
10+ projects of applying data science and machine learning methods on data, building prototypes, solving problems and unlocking insights.
  • Proposing strategies for how customers can integrate state of the art machine learning technologies into their products
  • Training machine learning models for computer vision and natural language processing tasks
  • Deploying models and optimising the utilisation of hardware
various
Berlin, Frankfurt, Upwork

Aus- und Weiterbildung

Aus- und Weiterbildung

2019 - 2021

Cognitive Science

M.Sc.

Technische Universität Darmstadt, Germany


Focus:

  • Strong focus on methods from cognitive science like statistical modelling & machine learning
  • With additional courses in computer science like computer vision, natural language processing and data mining


2013 - 2018

Psychology in Computer Science

B.Sc.

Technische Universität Darmstadt, Germany


Focus:

  • Courses in the areas of psychology, computer science, mathematics and biology

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Deep Learning Data Scientist Deep Neural Network Bildverarbeitung Industrielle Bildverarbeitung Spracherkennung Gesichtserkennung Python TensorFlow PyTorch Azure AWS Docker Cloud SQL

Produkte / Standards / Erfahrungen / Methoden

Profile

Results-driven freelance Machine Learning Engineer with 4+ years of experience in data science, specializing in natural language processing and computer vision. Proven success in delivering datadriven solutions for clients on Upwork with a 100% project success rate. Expert in Python, TensorFlow, PyTorch, and cloud technologies.


Technical Skills

  • Python Data Science Stack
  • Spacy
  • Keras
  • TensorFlow
  • PyTorch
  • HuggingFace
  • Git
  • Docker
  • MongoDB
  • OpenAI
  • OpenCV
  • C#
  • R
  • SQL
  • AWS
  • GCP
  • Azure
  • Linux
  • Kubeflow
  • Triton Inference

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