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kashepavadan

PROFILE

Kashepavadan

During June 2025, Dzmitry Kashepava developed core simulation frameworks for the logos-co/nomos-pocs repository, focusing on stake concentration modeling and honest chain growth analysis. He engineered reusable Jupyter Notebooks and Python modules to simulate and visualize stake distributions, including Pareto and uniform scenarios, and implemented robust inference models for total stake estimation. His work included optimizing convergence simulations for fault-tolerance analysis, validating model behavior across multiple epochs and parameter settings. By enhancing data visualization with Matplotlib and improving documentation, Dzmitry enabled rapid experimentation and knowledge transfer, providing a solid foundation for governance, risk assessment, and ongoing research in blockchain systems.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

11Total
Bugs
0
Commits
11
Features
2
Lines of code
5,848
Activity Months1

Work History

June 2025

11 Commits • 2 Features

Jun 1, 2025

During June 2025, the nomos-pocs repository advanced two core modeling streams: stake concentration and stake-inference modeling, and honest chain growth with fault-tolerance analysis. Work focused on delivering a robust, reusable simulation framework, enhanced visualization, and validated models across multiple epochs and parameter settings. The results inform governance and risk assessment and provide a solid foundation for ongoing experimentation.

Activity

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Quality Metrics

Correctness81.8%
Maintainability81.8%
Architecture78.2%
Performance72.8%
AI Usage23.6%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

BlockchainData AnalysisData ScienceData SimulationData VisualizationJupyter NotebookMachine LearningMathematical ModelingMatplotlibNumPyNumerical AnalysisNumerical SimulationPythonScientific ComputingSimulation

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

logos-co/nomos-pocs

Jun 2025 Jun 2025
1 Month active

Languages Used

Jupyter NotebookPython

Technical Skills

BlockchainData AnalysisData ScienceData SimulationData VisualizationJupyter Notebook

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