WORK · PROJECTS · PUBLICATIONS
A record of real projects, collaborative research, and published work. Each engagement reflects our commitment to rigorous analysis, production-grade delivery, and the kind of technical depth that makes solutions hold up in practice.
What we’ve
built and proven.
01 — DIRECT CLIENT WORK
Tailored solutions, delivered.
Custom-built tools and analytical solutions for real operational problems, from automated optimization pipelines to geospatial infrastructure analysis. Each project is scoped, designed, and delivered end-to-end by the same team.
NETWORK PLANNING
3D Ray Propagation Analysis
Automated analysis of radio wave propagation in complex 3D environments, incorporating terrain, building geometry, and clutter data to improve network coverage prediction and planning accuracy.
ray tracing · 3D modeling · RF propagation
REMOTE SENSING · GIS
Rooftop & Map-Based Analysis
Automated extraction and classification of rooftops and infrastructure features from map and satellite imagery, enabling scalable site suitability assessments without manual surveying.
satellite imagery · feature extraction · GIS
OPTIMIZATION
Automated Antenna Placement
Optimization workflows for identifying efficient antenna configurations based on coverage targets, environmental constraints, and deployment feasibility, reducing manual planning effort and improving outcomes.
combinatorial opt. · coverage modeling · automation
INFRASTRUCTURE · PLANNING
Fibre Optic Network Optimization
Optimization of fibre network planning processes with a focus on deployment feasibility, cost efficiency, and route quality, reducing manual effort while improving output consistency across large planning areas.
graph optimization · network planning · routing
GEOSPATIAL · STATISTICS
NPA Analysis
Statistical and geospatial analysis of network planning areas using clutter classification data and building structure parameters, supporting precise capacity and coverage dimensioning at scale.
spatial statistics · clutter data · BSP analysis
02 — RESEARCH PROJECTS
Collaborative & applied research.
Custom-built tools and analytical solutions for real operational problems, from automated optimization pipelines to geospatial infrastructure analysis. Each project is scoped, designed, and delivered end-to-end by the same team.
RESEARCH COLLABORATION
Fraunhofer Joint Research Programme
Multi-phase collaborative research with Fraunhofer Institute for Telecommunications, covering advanced network planning methods, propagation modeling, and simulation-based validation frameworks. Work conducted within a rigorous academic-industrial research structure.
simulation · network modeling · 5G/6G
GOVERNMNET-SUPPORTED RESEARCH
Network Innovation & Planning Research
Applied research focused on advanced telecommunication planning, computational modeling, and optimization methods, conducted within a partially government-funded framework. Outputs include analytical tooling, technical validation, and methodology contributions.
R&D · optimization · network planning
03 - RESEARCH PUBLICATIONS
Scientific output & contributions.
Technical publications reflecting TECTWIN's analytical rigour and contribution to innovation in telecommunications and computational methods. Work produced in the context of collaborative research and applied scientific inquiry.
Conference Paper · Telecommunications / Network Optimization
Scalable Network Densification and Optimization for Next-Generation Systems
Collaborative research with Fraunhofer Institute focusing on scalable approaches to network densification and automated planning. The work explores advanced modeling and optimization techniques for improving coverage, capacity, and deployment efficiency in next-generation mobile networks.
Fraunhofer IIS / TECTWIN · 2024 · IEEE · https://doi.org/10.1109/IPIN66788.2025.11213435
Conference Paper · Quantum Computing / High-Energy Physics
Qudit Gate Decomposition for Lattice Gauge Theory Simulation
A study on gate decomposition strategies for qudit-based quantum systems, with applications to lattice gauge theory simulation. The work evaluates multiple approaches to implementing quantum operations on superconducting cavity architectures, comparing efficiency, runtime, and robustness under realistic experimental constraints.
Fraunhofer IIS / TECTWIN · 2024 · IEEE · https://doi.org/10.1109/IPIN66788.2025.11213435