基本信息
views: 49

Bio
Machine Learning Engineer and Research Software Engineer with experience in developing custom multi-modal (text-tual and image) agentic frameworks.
Extensive scientific experience in Physics, Nanoscience, Vacuum technology, etc.
Computing profile
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Proficient in Python, PyTorch, and in other programming languages (C++, VB.NET, ...), with a strong background in deep learning and 2D/3D data segmentation and in developing scientific open-source applications.
Recent Pyhton development highlights:
- Redlionfish - a napari plugin for deconvolving volumetric data (Pyhton, (py)OpenCL). Available in PyPi, napri-hub and anaconda forge.
- Okapi-EM - a napari plugin with a collection of data processing tools for serial-FIB-SEM data.
- LeopardGecko - Unet training, predictions and tools for volumetric data. (Pytorch, unets., ..)
- napari-h5, a read/write napari plugin for hdf5 files
Extensive scientific experience in Physics, Nanoscience, Vacuum technology, etc.
Computing profile
--------------------
Proficient in Python, PyTorch, and in other programming languages (C++, VB.NET, ...), with a strong background in deep learning and 2D/3D data segmentation and in developing scientific open-source applications.
Recent Pyhton development highlights:
- Redlionfish - a napari plugin for deconvolving volumetric data (Pyhton, (py)OpenCL). Available in PyPi, napri-hub and anaconda forge.
- Okapi-EM - a napari plugin with a collection of data processing tools for serial-FIB-SEM data.
- LeopardGecko - Unet training, predictions and tools for volumetric data. (Pytorch, unets., ..)
- napari-h5, a read/write napari plugin for hdf5 files
Research Interests
Papers共 47 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Ruben R. Ferreira, Dario Mosca,Tiago Moreira, Vivek Chandrakant Wakchaure, Gianvito Romano,Antoine Stopin, Carlos Pinheiro,Alexander M. T. Luci,Luis M. A. Perdigao,Giovanni Costantini,Heinz Amenitsch,Cesar A. T. Laia,A. Jorge Parola,Laura Maggini,Davide Bonifazi
ACS APPLIED ENGINEERING MATERIALSno. 11 (2024): 2640-2650
Biological imaging (2023): e9-e9
Maud Dumoux,Thomas Glen, Julie Smith,Elaine M. L. Ho,Luı́s M. A. Perdigão,Avery Pennington,Sven Klumpe,Neville B.-y. Yee,David A. Farmer, Pui YA Lai,William Bowles, R. J. Kelley,Jürgen M. Plitzko,Liang Wu,Mark Basham,Daniel K. Clare, Christopher Siebert,Michele C. Darrow, J.H. Naismith,Michael Grange
openalex(2023)
Maud Dumoux,Thomas Glen,Jake L. R. Smith,Elaine M. L. Ho,Luis M. A. Perdigao,Avery Pennington,Sven Klumpe,Neville B. Y. Yee,David Andrew Farmer, Pui Y. A. Lai,William Bowles,Ron Kelley,Juergen M. Plitzko,Liang Wu,Mark Basham,Daniel K. Clare,C. Alistair Siebert,Michele C. Darrow,James H. Naismith,Michael Grange,Giulia Zanetti
crossref(2023)
Microscopy and Microanalysisno. S1 (2022): 1462-1464
bioRxiv (2022)
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Author Statistics
#Papers: 47
#Citation: 1829
H-Index: 26
G-Index: 39
Sociability: 5
Diversity: 3
Activity: 7
Co-Author
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- 合作者
- 学生
- 导师
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