Computer Vision and Machine Learning Engineer

Data Science & Research Hof, Bayern, Germany

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Summary

Computer Vision and ML Researcher, IISYS research lab, Hof, Germany (Mar 2021 June 2023)
Image Classification: Work with a German industrial client for real-time identification of eCommerce products from clients mobile phone images usage of SOTA image classification models.
Challenges: The 2000+ product categories with limited images for train, Varied end-user images for inference
Technology Jargon: PyTorch, TensorFlow, Hugging Face, BEIT (BERT), Transformers, Data Augmentation, Docker, Parallelization

Industry 4.0: Preventive maintenance & Predictive analytics for German Automotive manufacturers by using custom-built LSTM models and their deployment.
Challenges: The result must be predicted before the product is manufactured by using the sound waves of the cutting machine tool.
Technology: Tensorflow, Keras, Docker

Expectations

I have:
Almost 6 years of work experience, (3 years as Full-time Artificial Intelligence & ML researcher in Germany plus 3 years full time
as Senior Software engineer)
Supervising IISYS lab interns for the past 3 years in germany.

Looking for:
Mid senior position, Ready for relocation