FREMA
AI Solutions
Tom Salembien · Switzerland
FREMA // AI & ML Engineering // Switzerland
Your data has answers.
I build the systems that find them.

FromresearchtoproductionIdesign,build,anddeployintelligentsystemsthatdrivemeasurableROIforSwissindustryleaders.

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Services

What I Build

End-to-end capabilities from exploratory research to production systems

01

Research & Exploration

Feasibility studies, technology benchmarks, and proof-of-concept investigations. I evaluate which AI/ML approach if any genuinely fits your business problem before a single line of production code is written.

Feasibility StudyTechnology AuditProof of Concept
02

AI & Machine Learning Engineering

Custom model development, training pipelines, and MLOps infrastructure. From computer vision quality control to NLP document processing production-grade models built to scale with your data.

Custom ModelsMLOpsComputer VisionNLP
03

Agentic AI Solutions

Autonomous multi-agent systems that reason, plan, and execute complex workflows. I design agent architectures that integrate with your existing tools and databases to automate decision-heavy processes.

Multi-Agent SystemsWorkflow AutomationLLM Integration
04

Full-Stack Development

End-to-end software products from database architecture to polished UI. I build robust web platforms, APIs, and data-intensive applications using modern frameworks and best practices.

Web PlatformsAPIsSystem DesignDatabase Architecture
05

Strategic Architecture & Consulting

Technical due diligence, architecture reviews, and strategic roadmaps. I help leadership teams understand what is realistic, what is valuable, and how to get there with clear, honest assessments.

Architecture ReviewTechnical StrategyROI Analysis
Methodology

How I Work

01
Discovery & Analysis

Understand

Deep dive into your business context, data landscape, and pain points. I map constraints, define success metrics, and identify where AI can and cannot add real value.

No solution bias. Just honest assessment.

02
Validate Fast

Prototype

Rapid proof-of-concept to test hypotheses with real data. Stakeholders see tangible results within weeks, not months before committing to full investment.

Fail fast on bad ideas. Double down on good ones.

03
Production-Grade

Build

Scalable architecture, clean code, robust pipelines. From model training infrastructure to user-facing applications everything designed for maintainability and growth.

Built to last. Not just to demo.

04
Measurable Impact

Deliver

Deployment, monitoring, and knowledge transfer. I ensure your team can own, operate, and evolve the solution independently with clear documentation and training.

Your success is the only metric that matters.

The Way

Your Problem, My Craft

Five questions I hear constantly. Five promises I keep every time.

01Exploratory
02Sprint mode
03PoC → Prod
04Budget
05ROI
Let's Talk →
01Adaptive
Full Adaptation
Engagement shaped around your constraints, not a template.
02Clean
Clean Sequencing
Fast iterative sprints with visible milestones. Working code before slideware.
03Flex
Budget Versatile
Discovery sprint, fixed-scope build, or ongoing partner. Pick the shape that fits.
04Focus
Client Focus
One project in deep attention at a time. No ticket queue.
05End-to-End
End-to-End Ownership
From data pipeline to UI polish. One builder, zero handoff gaps.

Let'sBuildSomethingThatMatters

Whether you need a quick feasibility study, a proof of concept, or a full production system I am ready to understand your challenge and deliver a solution that works.

Start a Conversation

Based in Switzerland · Available Worldwide