# Ilia Kuzmin

> Full-Stack Engineer at XYZ Reality

Location: London, England, United Kingdom
Profile: https://flows.cv/iliakuzmin

Frontend developer with expertise in generative AEC solutions and development of next generation architectural tools using Three.JS, WebGL and unique design algorithms. I have experience as an architect, which becomes my unique advantage.

Goal: To make interaction with 3D solutions on the web as accessible as possible. Key accomplishments:

1. Developed software for developers on generative design without the participation of architects, which reduced time and budget for architectural solutions development by 3 times and improved the quality of analytics and reasoning of solutions by 5 times
2. Created tools to analyse and interact with 3D models on the web. Achieved significant optimisation of processing complex models on the web using compression algorithms, LOD, Post-processing and flexible visualisation management.
3. Managed a startup designing private homes in England with minimal architect involvement. Prioritising tasks according to Agile and Decision Matrix.

## Work Experience
### Senior Full-stack Developer @ XYZ Reality
Jan 2025 – Present | London Area, United Kingdom

### Full-stack Developer @ XYZ Reality
Jan 2023 – Jan 2025 | London, England, United Kingdom

### Senior Frontend Developer @ Rubius
Jan 2023 – Jan 2023
1. Developed cloud-based software to automate the economic potential of building sites, with the added capability to rapidly generate thousands of architectural solutions in seconds.

Technologies: TypeScript, Next.JS, Node JS, entity component system, Three.JS (react-three-fiber), C#, PostgreSQL, styled-components.

2. Leveraging the Genetic Algorithm (GA), I developed and implemented a methodology for architectural design, including flexible evaluation and verification systems. This approach provides clients with informed and high quality solutions while demonstrating their evolutionary development.

Technologies: TypeScript, Node.JS, Three.JS, GA (Genetic Algorithm) algorithms and other algorithms for working with geometry and data analysis.

3. Developed a unique "bin packing" algorithm for landscaping projects. It not only efficiently places geometric elements in a given contour but also analyses their best urban layout, reducing the time for developing effective complex design solutions by 5 times.

Technologies: TypeScript, Genetic Algorithm (GA), Simulated Annealing (SA), The Guillotine algorithm, Best Fit Decreasing (BFD).

### CTO & Founder @ Mdlr House
Jan 2023 – Jan 2023 | London, England, United Kingdom
Co-founder & CTO

1. Developed a methodology that divides the house design process into modules, each following its own rules, complemented by tools for analysing existing architectural designs.

Technologies: TypeScript, Node.JS, Python, Grasshopper, GA, Magnetising Algorithm, Treemap, Guillotine and other algorithms.

2. Led as CTO, managing a team of 2+ specialists (developers and architects) and establishing an optimised process for sharing data and hypotheses within the team.

### Frontend Developer @ AinoWorld
Jan 2023 – Jan 2023 | Barcelona, Catalonia, Spain
1. Developed a methodology for efficient streaming of geometric data, ensuring high performance and reliability of map information. 

Technologies: Next.JS, Prisma, Mapbox, @antv/l7, rRPC, ECS

2. Created tools that allow users to collaborate in real time, sharing data and resources without delay. 

Technologies: WebRTC, LiveBlocks.

### Senior Frontend Developer @ Context Machine
Jan 2022 – Jan 2023 | Almaty, Kazakhstan
1. Developed a platform with a team of +5 people for working with complex 3D scenes on the web, adapting the functionality depending on the complexity and purpose of each scene. 

Technologies: Next.JS, PostgreSQL, Apollo, Three.JS, D3.

2. Researched and optimised methods of interacting with 3D scenes, implementing the ECS + RxJS + React approach and developing a metrics system to monitor performance. 

Technologies: ECS algorithms, RxJS, compression algorithms for complex mesh objects.

### Frontend Developer @ Стрелка КБ
Jan 2019 – Jan 2023 | Москва, Москва, Россия
Developed central sections of the platform including crowdsourcing, data visualisation, and forecasting and modelling modules. 

Technologies: Next JS, PostgreSQL, D3, Three.JS, Python, R

2. Created algorithms to efficiently process and categorise large volumes of messages 

Technologies: MapReduce, Batch Processing, Stream Processing algorithms

3. Introduced a methodology to automatically highlight key issues, emotional colouring of messages and other important tags. (based on various NLP algorithms)

Technologies: NLP algorithms.

4. Created Mapbox-based tools for deep analysis of urban areas, including data and route visualisation 

Technologies: Mapbox, @antv/L7, Three.JS, D3, and SSR data MVT training)


## Education
### Moscow Architectural Institute (State Academy) (MARCHI )


## Contact & Social
- LinkedIn: https://linkedin.com/in/ilia-kuzmin
- Website: https://mdlr.cc

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Source: https://flows.cv/iliakuzmin
JSON Resume: https://flows.cv/iliakuzmin/resume.json
Last updated: 2026-04-05