Rafael Drumond
Data Scientist
Hildesheim, Lower Saxony, Germany
Summary
👤
Senior🎓
Top SchoolRafael Drumond is a data scientist and PhD candidate in Machine Learning at Universität Hildesheim with 11 years of experience applying meta-learning and deep learning to real-world problems in industry and research. He has driven published work on few-shot learning, time-series forecasting, and robust model initialization across modalities, collaborating on funded projects that bridge manufacturing use-cases and academic advances. Previously a senior ML scientist and long-time research assistant in Brazil, he combines hands-on engineering with teaching and student supervision, having authored papers in PAKDD, ECML, and ICDM. Based in Hildesheim and currently at NORD/LB, he brings a rare blend of expertise in serious games/entertainment tech, speaker recognition, and transfer/meta-learning for scarce-data settings. An often-overlooked strength is his experience translating heterogeneous sensor and motion-capture signals into practical forecasting models for industry partners.
11 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Computer Graphics, Master of Science - MS, Computer Graphics at Universidade Federal FluminenseDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Universität HildesheimUniversity of Illinois Urbana-ChampaignBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Universidade Federal do Maranhão
Portuguese, English, German, Spanish, Italian
Github Skills (15)
java9
python9
cntk9
multivariate-timeseries9
deep-learning8
permutation8
machine-learning8
meta-learning8
neural-network8
few-shot-learning8
deep-neural-networks7
time-series-forecasting6
classification6
paper6
time-series5
Programming languages (2)
Github contributions (5)
RafaelDrumond/PeekDB
Oct 2017 - Apr 2022
Contributions:14 commits, 13 pushes, 1 branch in 4 years 6 months
RafaelDrumond/timehetnet
Apr 2022 - Apr 2022
Contributions:9 pushes in 13 days
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