Ján Bíňovský
Machine Learning Engineer at CRoCS Masaryk University
Brno - město, South Moravia, Czechia
Summary
👤
Senior🎓
Top SchoolJán Bíňovský is a machine learning engineer and structural biologist with nine years’ experience delivering end-to-end cryo-EM structure determination, having refined and deposited over 30 atomic models of phage-derived protein complexes. He combines hands-on expertise in protein production, sample preparation, single-particle analysis and model building with rigorous validation using tools like Phenix, Coot, ISOLDE and ChimeraX to produce reproducible, decision-ready structural data. Accustomed to long-running, technically challenging projects, he emphasizes robustness, interpretability and clear integration of structural results with biological function. Ján mentors junior researchers, contributes to manuscript preparation and science communication, and is now seeking scientist-level roles where cryo-EM and structural biology directly drive applied discovery. An unusual breadth in his profile is a concurrent interest in ML applications to computer security, reflecting a curiosity for cross-disciplinary tooling and methods.
9 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy - PhD, Life Sciences - Structural Biology, Doctor of Philosophy - PhD, Life Sciences - Structural Biology at Masaryk UniversityMaster's degree, Analytical Biochemistry, graduated with honours, Master's degree, Analytical Biochemistry, graduated with honours at Masaryk University Brno
Slovak, English, Czech
Github Skills (80)
dalvik10
network-visualization10
python10
network-analysis10
rsa10
security10
data-science10
packet10
des10
network10
network-security10
pcap10
nist10
android-applications10
key-generation10
Programming languages (6)
Github contributions (5)
adamjanovsky/AndroidMalwareCrypto
Jul 2019 - Jul 2022
The analysis of cryptography in Android malicious applications
Contributions:2 releases, 233 commits, 27 PRs in 3 years 1 month
cryptographydata-sciencesecuritymaliciousandroid
crocs-muni/RSABias
Jul 2020 - Nov 2022
Python tool for black-box analysis of RSA key generation in cryptographic libraries and for RSA key classification.
Contributions:13 commits, 3 PRs, 4 pushes in 2 years 4 months
pythonecdhcryptographiccryptanalysisfhe
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