About
The idea behind Boot AI emerged from conversations with local consultancy firms, where it became clear that many were facing challenges in securing projects despite the growing demand for AI solutions. The key issue I identified was that clients often lacked clarity on their specific AI needs, while consultants struggled to effectively guide them in articulating those requirements. Boot AI was established to bridge this gap—empowering both clients and consultants to confidently navigate the AI landscape.
Another significant barrier to action is clients' fear of adopting AI-driven solutions without prior experience. Boot AI's team has extensive experience in guiding companies through the process of implementing AI, having supported numerous organizations on their journey to AI realization. This expertise enables us to confidently assist smaller companies in embracing and successfully integrating AI technologies, all in accordance with the EU Act on Artificial Intelligence.
Arnaud Moulis
Mostly been working under the title Data Scientist but ’Full Stack Tech Nerd’ is a better description as my work spans across setting up databases, building data pipelines, managing Kubernetes clusters, deploying Docker containers, and developing API microservices from POC into production in cloud environments. Additionally, I have been involved in making architectural decisions, training machine learning algorithms and neural networks, data mining, testing, and front-end development. Lastly I've worked under the title of Product Owner and had recruitment & financial obligations as well as prioritizing backlog items.
In my spare time, I build Raspberry Pi projects, pen-test my own Wi-Fi network to look for vulnerabilities, and train custom image generator models—often under the puzzled gaze of my spouse.
Our Purpose Matters
The purpose of Boot AI is to address the slow pace of AI development in EU countries, particularly in Sweden, which has long been recognized as a leader in technological innovation. While the US and China continue to make significant strides in AI, Europe risks falling behind in this critical field. At Boot AI, we are committed to accelerating AI adoption and development in Sweden, ensuring that local businesses can leverage the full potential of AI technologies. By fostering AI expertise and bridging the gap between clients and consultants, we aim to keep Sweden at the forefront of technological advancement in an increasingly AI-driven world.
Our Projects
Explore our initiatives aimed at achieving our company goals. If you have any questions regarding any project feel free to contact me.
Tooth repair
Goal was to identify the type of tooth repair that was done on x-ray images and is now used in production of the organisation
Fraud detection
Goal was to detect possible fraudulent behaviour within an insurance company's customers and was proven very successful after reviews of insurance claim investigators. Now used in production.
Suicide detection
Working for the at the time start-up Emotra I analyzed patient data retrospectively to see if ML could detect if a person is suicidal or not. You can read more about it in a scientific article
Churn models
Goal was to detect insurance company's customers that are likely to leave the company. Used to send targeted discounts to improve customer satisfaction.
Chat-bot ( chatgpt & rag/ensamble arcitecture)
Chatbots has notoriously been bad in the past, this company was looking to change that using smart and modern techniques involving chat-gpt, rag, Lang chain architecture with guardrails. Even graph database was used in this use case for structured data within the organisation.
Document classifier
Classified documents for legal advisers in categories to save time
Talk to documents (samfällighet)
Digitalized old documents in "lag-stadgar" within a community of housing and created a RAG- architecture to be able to chat with the documents.
Personal Identifiable Information (PII) remover
Removed sensitive information from text automatically to reduce the information security classification of the data to enable processing it in cloud.
Language translationg ( old )
In the time before chat-gpt, we trained Swedish language models for translation using state of the art models from scratch using BERT.