David Helminiak
Graduate Research Assistant
Hales Corners, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolDavid Helminiak is a Ph.D. candidate and graduate research assistant in Electrical and Computer Engineering at Marquette University with a decade of hands-on experience in computational research and teaching. He develops neural network architectures and deep learning methods for dynamic sparse sampling and reconstruction of biological tissue in mass spectrometry imaging, bridging ML research with experimental acquisition. His background includes high-performance simulation work (DEM tools like LAMMPS/Chrono) and multiple teaching and research roles that sharpen both his practical systems skills and mentoring abilities. David has a rare combination of experimental instrumentation familiarity and algorithmic expertise, underscored by a track record of grant-funded undergraduate research and long-term institutional engagement. Based in Hales Corners, WI, he brings a collaborative, multidisciplinary approach to applied AI problems in biomedical imaging.
10 years of coding experience
4 years of employment as a software developer
Marquette University High SchoolDoctor of Philosophy - PhD, Computer Engineering, Doctor of Philosophy - PhD, Computer Engineering at Marquette University
java, matlab, octave, fortran 90, Latin, c, opengl, English, python
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (61)
pytorch10
parallel10
python10
data-science10
machine-learning10
large-language-models10
reinforcement-learning10
java10
scaling10
llm-inference10
llm10
hyperparameter-optimization10
deep-learning10
tensorflow10
automl10
Programming languages (6)
Github contributions (5)
Yatagarasu50469/SLADS
Feb 2020 - Feb 2023
Contributions:52 releases, 180 commits, 203 pushes in 2 years 11 months
Yatagarasu50469/multiplierz
Jan 2021 - Apr 2024
The Multiplierz Proteomics Library
Contributions:29 pushes in 3 years 3 months
proteomics
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.