基本信息
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个人简介
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
研究兴趣
论文共 47 篇作者统计合作学者相似作者
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期刊级别
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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
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作者统计
#Papers: 47
#Citation: 1829
H-Index: 26
G-Index: 39
Sociability: 5
Diversity: 3
Activity: 7
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