Hey, I'm Pavel
Senior {Solutions Architect} Software & ML Engineer_
<p>With 20+ years bridging engineering and technology. Expert in C#/.NET, Python, BIM, and Machine Learning for nuclear power plant construction.</p>
+
Years Experience
+
GitHub Repos
%
Cycle Reduction
%
RFI Reduction
BIM-Driven ML Delivery
Engineering Innovation_
Bridging the gap between advanced engineering and cutting-edge technology. Specializing in integrating BIM with Machine Learning for nuclear construction, delivering measurable improvements in safety and efficiency.
-
Python:
stockpredictionai-pro -
C#:
TaskTracker -
C#:
TestNet -
.NET:
IconifyBundler
Designing solutions customized
to meet your requirements
BIM & 3D Modeling
Large-scale BIM for nuclear power plants. Collision recognition, QA/QC automation, and 4D/5D forecasting, reducing RFIs by 20%.
Machine Learning & AI
Applied ML in structural engineering: gradient boosting, neural networks, Gaussian Processes for response approximation and stock prediction.
Software Development
20+ years in C#/.NET, ASP.NET Core, Blazor, Python. Building scalable microservices and enterprise applications.
Structural Analysis
Advanced FEA, seismic analysis, parametric optimization. Computational tools combining ML with structural solutions for rapid design iterations.
Nuclear Engineering
16+ years in nuclear facility design. IAEA compliance, safety-critical systems, and probabilistic risk assessment for NPP projects.
Cloud & DevOps
Azure, AWS, Docker, Kubernetes. CI/CD pipelines, infrastructure as code, and cloud-native architecture design.
Excited to take on new projects and collaborate.
Let's chat about your ideas. Reach out!
+20 years of passion for
engineering & technology
Solutions Architect
2020 - PresentLead Software Engineer
2014 - 2020Structural Engineer
2008 - 2014Software Developer
2004 - 2008Senior Solutions Architect — BIM/ML Integration
- Architected BIM/ML integration platform for nuclear construction, reducing cycle times by 40% and RFIs by 20%.
- Developed ML-driven collision detection and QA/QC automation systems for large-scale NPP projects.
- Led cross-functional teams bridging structural engineering, software development, and data science.
- Built cloud-native solutions on Azure for real-time construction monitoring and predictive analytics.
Education
-
Master's:
Structural / Civil EngineeringAdvanced structural mechanics, computational methods, and nuclear facility design
-
Cert:
Microsoft Azure Solutions ArchitectCloud architecture, deployment, and management
-
Cert:
BIM Professional CertificationBuilding Information Modeling for infrastructure projects
Publications
-
LinkedIn:
Modern Methods in Design of Building StructuresCAD software, BIM technology, advanced materials, parametric design, renewable energy integration
-
LinkedIn:
Understanding Levels of 4D Modelling: OTS, IOTS, and DTSProject planning levels for nuclear construction optimization
-
Research:
ML Applications in Structural EngineeringGaussian Processes for seismic fragility analysis and response approximation
Open Source Work
AI Stock Prediction Pro
A full, modern reimplementation of the stock prediction project using machine learning algorithms for financial market analysis.
- Project Info
-
Type
Open Source
-
Technologies
Python, TensorFlow, ML
Free Block Engine
A simple visual block management system for creating interactive, interconnected content with drag-and-drop interface.
- Project Info
-
Type
Open Source
-
Technologies
JavaScript, Canvas, UI
Iconify Bundler
Cross-platform .NET CLI that generates offline-ready Iconify v3 JavaScript bundles from any set of SVG icons.
- Project Info
-
Type
Open Source / CLI
-
Technologies
C#, .NET, SVG
My Skills
C#/.NET
Python
Azure
SQL Server
Docker
JavaScript
PostgreSQL
Kubernetes
F#
-
Software Dev:
C#, .NET, ASP.NET Core, Blazor, Python, JavaScript -
BIM & 3D:
Revit, Navisworks, IFC, OpenBIM, Tekla -
ML / AI:
TensorFlow, scikit-learn, Gaussian Processes, XGBoost -
Cloud & DevOps:
Azure, AWS, Docker, Kubernetes, CI/CD -
Engineering:
FEA, Seismic Analysis, IAEA Standards, Eurocode