Data & AI
Applied AI for complex engineering problems: machine learning, computer vision, signal processing and intelligent systems built for real-world environments.
Explore →Independent technology consultancy
Turn complex
ideas into impact.
Marsian Consulting helps organisations transform advanced AI, scientific computing and software engineering into reliable, production-ready systems.
Built on experience across
AI & SCIENTIFIC COMPUTING · DEFENCE TECHNOLOGY · MEDICAL TECHNOLOGY · EARTH OBSERVATION · INDUSTRIAL SYSTEMS
What we do
From difficult questions
to working solutions.
Engagements can be focused and hands-on, or span the journey from discovery and strategy through delivery and capability building.
Scientific Computing
Computational methods, simulation and numerical modelling for scientific and engineering applications where accuracy and performance matter.
Explore →Software Engineering
Designing and building reliable software systems: from research prototypes to scalable production platforms.
Explore →Systems & Architecture
Architecture for complex systems including distributed platforms, cloud infrastructure, data-intensive applications and high-performance computing environments.
Explore →Technical Leadership
Helping engineering teams solve difficult problems and deliver without losing sight of technical depth.
Explore →R&D & Innovation
Research-to-product support, bridging research and product development through experimentation, prototyping and engineering guidance.
Explore →Industries
Experience across
technically demanding sectors.
While every organisation is different, many engineering challenges repeat across industries. Marsian Consulting brings experience from sectors where reliability, scientific rigour and software excellence matter.
🛰 Defence & Aerospace
AI, sensor systems, distributed software, geospatial data and mission-critical engineering.
🏥 Medical Technology & Life Sciences
Medical imaging, biosignal processing, computational modelling, biomechanics analysis and regulated environments.
🏭 Industrial & Scientific Systems
Digital twins, industrial AI, sensing technologies and data-driven engineering.
🌍 Climate, Energy & Environment
Environmental data, infrastructure analytics, monitoring, optimisation and high-performance computing.
How we work
Rigour without
the bureaucracy.
Understand
Clarify the problem, context, constraints and what success actually looks like.
Shape
Turn uncertainty into an actionable technical and product direction.
Build
Work hands-on with your team to deliver robust, maintainable outcomes.
Enable
Leave behind knowledge, clarity and capability—not dependency.
Technical depth
Broad enough to connect
the dots. Deep enough to deliver.
Artificial Intelligence
Scientific Computing
Machine Learning Systems
Signal Processing
Computer Vision
Sensor Analytics
Distributed Systems
Cloud Platforms
High Performance Computing
Data Platforms
System Architecture
Digital Twins
R&D Engineering
Technical Strategy
10+
The person behind Marsian
Research mindset.
Engineering focus.
Marsian Consulting is led by Márcia Vagos, a PhD-trained engineer and technology consultant specialising in AI, scientific computing and complex software systems.
With more than a decade of experience across R&D, medical technology, defence, Earth observation and industrial systems, Márcia helps organisations bridge the gap between research innovation and reliable engineering solutions.
PhD in Scientific Computing · Research background · Patent holder · 10+ years engineering experience
View professional profile ↗“The best technology work makes complexity manageable—and creates momentum.”
Start a conversation
Building something
technically difficult?
Tell us what you are building, improving or trying to understand. We will explore whether Marsian Consulting is a good fit.