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jobs
Machine Learning Engineer
Jakub Bartczuk
,
Wrocław, Poland
Experience
Skills
I'm offering
Data scientist/ML engineer for last 2 years. Solved problems in image processing, sound processing, information retrieval and NLP. Used deep learning, both supervised, unsupervised, transfer and few/zero-shot learning. Mostly machine learning in real world, low quality/small/noisy data regimes
Markets
United Kingdom
Links for more
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Language
English
Good
Ready for
Ongoing relation / part-time
Full time contractor
Available
My experience
2017 - ?
job
Data Scientist
Semantive.
- Created and deployed search engine for domain specific images using CNNs and approximate nearest neighbours index.
- Used extractive text summarization techniques to build service for effective summarization of scientific documents.
- Created music search engine using transfer learning on Fourier features (STFT).
- Applied Image to Image Translation (Conditional GANs) to image coloring.
- Useq Sequence 2 Sequence methods for abstractive text summarization.
- Tutored interns and junior data scientists.
- Used extractive text summarization techniques to build service for effective summarization of scientific documents.
- Created music search engine using transfer learning on Fourier features (STFT).
- Applied Image to Image Translation (Conditional GANs) to image coloring.
- Useq Sequence 2 Sequence methods for abstractive text summarization.
- Tutored interns and junior data scientists.
Python, Machine learning, Deep learning, Tensorflow, Computer vision
2016 - 2017
job
Data Engineer/Scientist
IT Kontrakt.
Python, Scala, Machine learning
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