# Tensorhead AB

> AI/ML engineering and consulting for startups and scaleups. Based in Gothenburg, Sweden. Available worldwide.

## About

Tensorhead AB is a freelance AI/ML consulting firm founded by Patrik Larsson, an engineer with 10+ years of experience in machine learning and AI. We help startups and scaleups turn ambitious AI ideas into production systems that deliver real business value.

## Services

- **ML Model Development**: Custom machine learning models from prototyping to production. Demand forecasting, computer vision, NLP, and more. Stack: PyTorch, Hugging Face, cloud-native training pipelines.
- **MLOps & Infrastructure**: Scalable ML pipelines, model serving, monitoring, and CI/CD. Automated training, model registries, monitoring dashboards on AWS or Kubernetes.
- **LLM & GenAI Solutions**: RAG systems, fine-tuning, prompt engineering, and agent workflows. Customer-facing chatbots, internal knowledge assistants, autonomous agent pipelines.
- **Data Engineering**: Data pipelines, feature stores, and data quality frameworks. ETL, data validation, feature engineering using Apache Spark, dbt, Airflow.
- **AI Strategy & Advisory**: Technical due diligence, roadmap planning, build-vs-buy evaluation. Helping CTOs and product teams make the right AI investments.

## Technologies

Python, PyTorch, LLM APIs, RAG, AI Agents, LangChain/LangGraph, Vector DBs, AWS/GCP/Azure, Terraform, Docker, Kubernetes, FastAPI, Hugging Face, MLflow

## Engagement Process

1. **Discovery** — Learn about your business, data, and goals. Identify where AI can make the biggest impact.
2. **Proposal** — Clear scope, timeline, and approach before we start.
3. **Build** — Iterative development with regular check-ins. Progress early and often.
4. **Deliver & Support** — Production deployment, documentation, knowledge transfer. Support until it runs smoothly.

## Ideal Clients

- Startups and scaleups building their first ML pipeline or scaling an existing system
- CTOs and product teams evaluating AI investments
- Companies needing end-to-end production AI systems

## Contact

- Website: https://www.tensorhead.com
- Email: patrik@tensorhead.com
- LinkedIn: https://www.linkedin.com/in/p-larsson/
- Location: Gothenburg, Sweden
- Company registration: Org.nr 559438-7853