Ivan Lisenkov
Senior Research Data Scientist
Natick, Massachusetts, United States
Summary
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Senior🎓
Top SchoolIvan Lisenkov is a Senior Research Data Scientist with 13 years blending theoretical physics, numerical simulation and production-grade machine learning to accelerate experimental R&D and product analytics. He designs reproducible pipelines and custom toolboxes in Python (SciPy, scikit-learn, scikit-rf) to automate data acquisition, COMSOL simulations and visualization, reducing testing and computation times by an order of magnitude on past projects. At Roku and prior roles he has taken models from experiment planning to deployment, led ML pipeline teams, and applied Bayesian methods to personalize user experiences. A published researcher with 22 peer-reviewed papers and 25 conference talks, he routinely serves as reviewer/editor and has led DARPA-funded signal-processing work and government-contracted R&D. Based in Natick, MA, he champions reproducible research via git, Docker and CI automation, bringing a rare mix of deep math, RF simulation experience, and production engineering.
13 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS, Applied Mathematics and Physics, Bachelor of Science - BS, Applied Mathematics and Physics at Moscow Institute of Physics and Technology (State University) (MIPT)
Github Skills (200)
automation10
forestry10
camera10
home-automation10
data-science10
static-site-generator10
blogdown10
gitlab-api10
privacy10
hugo-theme10
cms10
python10
docker-container10
home-assistant10
bayesian-inference10
Programming languages (17)
Github contributions (5)
ivlis/MagDots
Dec 2015 - Jul 2019
MagDots: Magnetization dynamics of nanoelement arrays
Contributions:1 release, 4 PRs, 45 pushes in 3 years 7 months
magnetizationsimulationarraysdynamics
ivlis/rent-or-buy
Jul 2019 - Jul 2019
Propose optimal business strategy for a volatile real-estate market. Used machine learning algorithms to forecast listing and rental prices in local markets based on openly available market data
Contributions:56 commits, 2 PRs, 40 pushes in 7 days
rentalvolatilepricesmachine-learning-algorithmslearning-algorithms
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