Concept artwork of an exploded building model with translucent spaces and coloured analytical layers
01 / Models

From geometry
to engineering insight.

Explore SAM ↓Generated concept artwork · not a real project or simulation result

Computational engineering · Building performance

Michal
Dengusiak.

Technical Product &
Computational Engineering Lead

I turn difficult engineering problems into reusable workflows, analytical models and tools that engineers can put to work.

Based in Poland
Open engineering. International collaboration.

Building performanceAnalytical modelsSimulation & HVACOpen engineering

01 / About

Engineering expertise,
connected to product.

Portrait of Michal Dengusiak
Michal Dengusiak Engineer. Builder. Collaborator.

I’m a Chartered Engineer with around 20 years of experience across building performance, MEP, simulation and computational engineering. I connect engineering specialists with software developers: defining requirements, shaping workflows, testing engineering logic and helping teams adopt new tools.

I co-founded M+J Projekt with Jakub Ziolkowski in December 2019. Through M+J, I delivered SAM development and computational engineering services to Hoare Lea from January 2020 to October 2026, leading engineering content and technical product direction. My earlier work at Arup and Buro Happold established the building-performance and integrated-workflow foundations behind these projects.

I also contribute through AI-assisted prototyping, implementation and debugging, with responsibility for workflow design, engineering testing and validation.

02 / Selected projects

Models, methods & working tools.

Current platforms and earlier work.
The problem, my contribution, and what it enables.

Flagship platform · Open source

SAMSustainable Analytical Model

Building geometry, engineering assumptions and simulation often live in separate tools. SAM connects them through a reusable analytical building model, supporting building physics, dynamic thermal simulation, compliance-oriented workflows and HVAC analysis.

My contribution: engineering content and technical product direction, from requirements and data logic to user journeys, acceptance criteria and validation. I work with developers on implementation and debugging, and support engineers through pilots, training and workflow refinement.

The result: a connected platform for model generation, attribution, simulation and HVAC scenario comparison, with shared data and repeatable validation.

  • .NET modular analytical toolkit
  • 650+ Grasshopper components
    October 2026 CV snapshot

One analytical model. Connected workflows.

An analytical building model A conceptual diagram of connected building panels and spaces, the shared representation used for engineering analysis.
  1. 01Geometry
  2. 02Analytical model
  3. 03Validation
  4. 04Simulation & HVAC

Panels · Spaces · Systems · Engineering data

Earlier analytical workflow illustration showing a building model and psychrometric chart
From model to air process · earlier workflow illustration
02Psychrometrics & HVAC

SAM_Mollier

Air-conditioning processes need a clear connection between moist-air properties, charts and HVAC loads. SAM_Mollier brings psychrometric calculations and air-process exploration into the SAM ecosystem.

My contribution: engineering methods and workflow definition within SAM, alongside co-authored research on the open-source tool and its use in HVAC analysis.

Supports chart-based exploration of air processes and concept-stage HVAC design.

03Interoperability

BIM-to-BEM workflows

A design model needs usable geometry, engineering attributes and reliable relationships before it can become a building energy model.

My contribution: defining workflows across Revit, Rhino/Grasshopper, IFC, gbXML and simulation tools, with an emphasis on reusable analytical models, traceable identity and validation.

Connects BIM inputs to simulation-ready models. Tas is the primary simulation pathway; native OpenStudio conversion is in development.

Digital twins are an area of interest, not a current SAM capability.

Michal Dengusiak holding his Best Digital Engineer award and the Buro Happold Single Analysis Model Best Innovation award in 2018
2018 · CIBSE Digital AwardsBest Digital EngineerMichal DengusiakBest InnovationBuro Happold
Single Analysis Model
04Earlier work · Buro Happold
Earlier Single Analysis Model logo

Single Analysis Model
& BHoM Building Environments

Repeating the same engineering setup across design and simulation tools created opportunities for a shared computational approach.

My contribution: developing the earlier Single Analysis Model approach at Buro Happold and later leading discipline-side Building Environments workflows for BHoM, translating MEP and building-physics requirements into reusable methods.

A progression from project prototypes to shared engineering toolkits. Buro Happold received the Innovation award for the Single Analysis Model.

05Voluntary open source
Ladybug Tools logo

Spider gbXML Viewer
/ Ladybug Tools

Engineers need accessible ways to inspect building geometry and understand the data exchanged between BIM and energy-modelling tools.

My contribution: voluntary open-source collaboration on Spider gbXML Viewer and related visualisation workflows, focusing on gbXML, building geometry and BIM/BEM interoperability.

Browser-based visualisation makes engineering data easier to explore and review.

06Earlier tools & demonstrations

TasmanianDevil
& modelling explorations

My earlier open engineering work includes TasmanianDevil and practical Revit modelling demonstrations, exploring ways to connect visual programming, building geometry and engineering analysis.

My contribution: computational workflows and demonstrations that make modelling methods tangible. These earlier explorations sit alongside the more connected analytical workflows I now develop through SAM.

Original illustrated TasmanianDevil project graphic
Original TasmanianDevil artwork
Earlier demonstration · Revit complex roof modelling
Open the original player

Applied on projects

Engineering methods in practice.

Zalando HQ

Dynamo/VBA automation and integrated MEP calculations for project delivery.

European Investment Bank HQ

A BIM-based Single Analysis Model workflow connecting design and engineering analysis.

HARIBO · Bonn

Automated Revit schematics to support building-services workflows.

03 / Research & knowledge sharing

Methods worth sharing.

Selected presentations and publications
in building simulation and open engineering.

  1. 2026

    Sustainable Analytical Model (SAM 3.0): A New Approach to Automated HVAC Simulation

    BSA 2026 · Conference presentation; proceedings forthcoming

    HVAC simulation
  2. 2025 / 26BIM to BEM
  3. 2025 / 26

    Introducing SAM_Mollier: An Open-Source Tool for Psychrometric HVAC Analysis

    CESBP 2025 · Proceedings chapter published February 2026

    Psychrometrics
  4. 2024

    Analytical Model (SAM 2.0): A New Frontier in Open-Source Building Energy Simulation

    BSA 2024 · Bozen-Bolzano University Press proceedings, 2025

    Energy modelling

04 / Contact

Let’s talk engineering.

I welcome conversations about technical product leadership, building performance, computational workflows and open-source collaboration.

Based in Poland · Working across international engineering communities