AI Enthusiast Henrik Ralvert
Tech and product leader that became an AI engineer
My AI Offering
AI LLM technology enables amazing new products that have never been built before while also being a fantastic technology for workflow automations. Regardless if you have the latest and greatest idea or simply want to be magnitudes faster in what you do, I'm here to help.
AI as Tooling
Using AI tools to achieve higher productivity, higher quality and a lower cost. AI productivity tools can make people up to 10x more efficient.
Agentic Workflows
Automate manual processes with AI — code reviews, tests, PRs, documentation. Turn repetitive work into reliable automation.
Skills
Equip the AI with the skills it needs to perform tasks at high quality, high speed and low cost.
Tools / MCP
Develop tools for the AI to use when needed — databases, internal systems, external integrations.
Security
Make AI tooling secure for the corporate environment. Mitigate access, costs and data leak risks.
Best Practices
How to get AI started in large codebases, and how to keep scaling AI usage efficiently and performantly.
User Tooling
Claude Code, VS Code, Cursor, Claude Workspace — how to get the most out of the tools around AI.
Migration
Migrate a legacy project into an AI-empowered project — without breaking what already works.
AI as Product
Building products that use AI in meaningful ways — internally, externally, or public-facing. The new product space that AI has opened up.
RAG Systems
AI that can use large bodies of documents or data to answer questions and perform tasks with relevant context.
Data Structuring
AI reads human-written documents and turns them into structured data so users and other AI systems can search and act on them.
Chatbots
Chatbots that can make decisions and take actions on their own. They learn and improve with every user interaction.
AI Products
Products that use AI at their core — image recognition, classification, semantic search, intelligent automation.
Why i went full AI
Backstory
AI — LLMs in particular — is one of the most important inventions of the last decade. I'm a firm believer that its journey has just begun and will change how we work and how we organize ourselves.
After leaving my last employment I wanted to learn more and was blown away by the AI-LLM technology, what it can do, and what it will do. It is simply fantastic and I wanted to be part of it. I decided to go all in, learning best practices by proper education and obsessive hands on experience.
If it is either productive improvements, quality improvements or building the latest and greatest products, I'm all in.
Why me
With my background in engineering and product leadership, I have a strong foundation to successfully empower you and your team or product with the latest AI-LLM technology.
Open For
I'm open to the right role, consultancy, or project. If you find my profile interesting, please feel free to reach out. My contact details are below.
With best regards Henrik Ralvert - Engineering and Product leader within software engineering.
My Career Journey
From Mechanical Engineer to AI nerd — spanning FinTech, AdTech, Energy Trading, and Manufacturing.
AI Engineer
Ralva Affärsutveckling
About
Learning AI model training, vector databases, and building backends/frontends to deepen engineering leadership.
Role Summary
Diving deep into AI and software engineering. Learning LLM training, vector databases, and building modern web applications.
Tech
Keywords
Achievements
- AI product development
- Full-stack architecture
- Rapid prototyping
Engineering Manager
Qliro AB
About
Qliro is a payment provider for e-commerce merchants and consumers.
Role Summary
Led multiple teams across multiple domains in a regulated financial environment. Created career processes for engineers. Led initiatives improving reliability across the entire tech department.
Tech
Keywords
Achievements
- Scaled merchant onboarding from 4 to over 500 per year
- 99.9999%–100% SLA checkout
- Career framework creation
- New iOS and Android apps
- Department-wide observability overhaul
Engineering Manager
Bannerflow AB
About
Bannerflow is a creative management platform used to design, scale, and manage digital advertising campaigns.
Role Summary
Led the team building a campaign management platform serving billions of ads worldwide. Also served as Scrum Master and Front-end Engineer for the studio application.
Tech
Keywords
Achievements
- 10B ads/month
- 2 TB/s throughput
- Campaign management platform
Lead Frontend Engineer
Expektra
About
Expektra develops energy trading and forecasting solutions with a focus on the Nord Pool electricity market.
Role Summary
Architect and project lead for a greenfield energy trading application. Built advanced trading visualizations for the Nord Pool energy market.
Tech
Keywords
Achievements
- Nord Pool integration
- AI-based predictions
- Trading visualizations
- Greenfield application success
Software Engineer & Founder
Ralva Affärsutveckling
About
Independent consultancy building SaaS applications and IoT prototypes for clients across various industries.
Role Summary
Built SaaS applications and delivered customer projects. Experimented with sensor networks and IoT solutions.
Tech
Keywords
Achievements
- SaaS product development
- Customer project delivery
- IoT prototypes
Technical Manager
Almhaga AB
About
Swedish food production company where I led technical operations and implemented lean process improvements.
Role Summary
Applied Lean manufacturing for profitability. Managed 5 production lines with 12 operators.
Keywords
Achievements
- Quality improvement
- Factory efficiency
- Team management
Business Developer
Foteviks
About
Foteviks' world-unique food products are preserved using their own natural methods — cheaper, greener, and healthier.
Role Summary
Led business improvements, production planning, and research projects with Lund University. I took the business from bankruptcy to profitability.
Keywords
Achievements
- Profitability turnaround
- University collaboration
- Sales optimization
My Skills & Experience
Technical expertise combined with leadership in regulated, high-scale environments.
Industry Experience
FinTech
Qliro AB
Summary
Built scalable payment solutions and checkout systems serving 500+ merchants annually with 99.99%+ SLA.
Industry Highlights
Achievements
- 99.99%+ SLA
- 500 merchants/year
- PSP Development
- PCI DSS Compliance
AdTech
Bannerflow AB
Summary
Led development of high-throughput ad serving platform handling billions of requests monthly.
Industry Highlights
Achievements
- Scaling over 10 billion ads/month
- Campaign Management
- Migrations
- Delivery precision
Energy Trading
Expektra
Summary
Developing AI-powered energy trading platform for Nordic markets with real-time predictions.
Industry Highlights
Achievements
- Nord Pool Integration
- AI Predictions
- Trading Visualizations
- SaaS Platform
Manufacturing
Almhaga
Summary
Applied lean manufacturing principles and quality systems to optimize production processes.
Industry Highlights
Achievements
- Factory efficiency
- Quality improvements
- Cost Reductions
- Capacity increases
Leadership
Technical
Technologies
Soft Skills
My Description
More than just code — understanding the person behind the leader.
Mechanical Engineer turned Software Leader
Based in Stockholm, I'm a results-driven Engineering and Product Leader with experience scaling teams, platforms, and products in regulated and high-scale environments. I focus on servant leadership, delivery predictability, clarity, transparency, and building systems that enable teams to perform sustainably.
I get my energy from improvements and people. For me, it's important that we succeed with our projects while simultaneously building each other up. I always lead by example and strive to create an environment where people can thrive, grow, and take ownership.
Outside work, I do physical home improvements and other practical projects that broaden me as a person.
Pragmatic
I work in trade-offs and lean toward practical solutions. I always ask: 'What problem are we trying to solve?'
People First
When people around me grow, it makes me happy. I develop individuals to lead themselves and support those who are in need.
Continuous Improvement
We learn by trying, analyzing, and iterating. I'm not afraid of mistakes — we solve them early before they grow.
Energetic & Rational
I bring a healthy dose of positive energy to the team while staying calm and rational in stressful situations.
What I'm Looking For
Open for recruitment, consultancy assignments, and software projects.
AI & Engineering
Technology at the core. We stay curious and embrace new advancements that strengthen our position as a company and as individuals.
Product Ownership
A place where we build products with high ownership and commercial impact. I take pride in shipping valuable products that users love.
Challenges
I like challenges that push me to grow. Whether it's solving complex problems, leading teams through change, or navigating uncertainty, I thrive on making things better.
Great Colleagues
Working with sincere and curious colleagues. We support each other and strive to build a better department together.
Currently Open For
Employment
- Engineering Manager
- Product Manager
- Head of Engineering
- Director of Engineering
Consultancy
- Lead roles
- Management roles
- Project management
- Technical strategy
Projects
- Software systems & tools
- Co-founder opportunities
- Commercially interesting ventures
I prefer hybrid setups but am open to remote or on-site work. Stockholm-based but flexible for the right opportunity.
My Contact
Interested in working together? Let's connect and discuss opportunities.
Let's Build Something Great Together
Whether you're looking for an engineering leader, want to discuss tech and AI, or have a challenging project — I'd love to hear from you.
Send Me an Email© 2026 Henrik Ralvert. Built with passion in Stockholm.