Ivan Kremnev
Software Engineering Team Lead at NeuroKaire
Tel-Aviv District, Israel
Summary
👤
Senior🎓
Top SchoolIvan Kremnev is a Software Engineering Team Lead and AI specialist with 10 years of experience building production-ready ML systems across medical imaging, speaker recognition, self-driving, and composite NDT. He blends a rigorous academic background in mechanics and mathematical modelling with hands-on expertise from prototype PyTorch models to Kubernetes-scaled services, having led engineering at startups and contributed to large corporate projects like Yandex. As CTO of Composite Vision he shipped defect-detection pipelines for micro-CT and ultrasound, and at Celsus he helped evolve medical AI into clinical-grade products. Ivan teaches applied mathematics and deep learning workshops, reflecting his passion for mentoring and knowledge transfer. Now based in Tel Aviv, he steers cross-functional teams toward socially impactful technology while actively bridging research and production engineering. An uncommon strength is his ability to move from theoretic mechanics to practical SLAM, signal processing and industrial NDT applications, turning complex physical problems into deployable ML solutions.
10 years of coding experience
5 years of employment as a software developer
Bachelor of Science - BS Mechanics and Mathematical modelling, Bachelor of Science - BS Mechanics and Mathematical modelling at Saint Petersburg State UniversityComputer Science, Computer Science at Computer Science CenterDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Skolkovo Institute of Science and TechnologyMaster of Science - MS Mathematical modelling, Master of Science - MS Mathematical modelling at ITMO University
Russian, English, Hebrew, Finnish
Stackoverflow
41reputation
3kreached
1answer
1question
Github Skills (131)
experiment10
trains10
async9
memory-allocation9
rest9
api9
swagger-ui9
json-schema9
python9
swagger9
openapi9
lifecycle9
machine-learning9
memory-consumption9
experiment-manager9
Programming languages (5)
Github contributions (5)
iakremnev/multitask-classification
Mar 2020 - Jun 2021
Analysis of hard parameter sharing scenario in multitask classification problem.
Contributions:1 PR, 7 pushes, 1 branch in 1 year 3 months
pythonldascenariosharingparameter
CompositeVision/brazing
Mar 2023 - Sep 2023
Contributions:2 releases, 8 pushes, 2 branches in 6 months
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.