# Andrea Capera

> Andrea Capera is an AI product builder and technical product lead based in the UK. Her portfolio spans agentic AI, evidence intelligence, RAG, SaaS, data science, automation, full-stack product development and digital systems. AIStak is her studio for consulting and product work.

## Contact
- Website: https://andreacapera.com/
- Email: acp.careconnect.dev@gmail.com
- Phone: +44 7362 939594

## Core services
- [AI Consulting](https://andreacapera.com/services/ai-consulting)
- [Custom AI Development](https://andreacapera.com/services/custom-ai-development)
- [LLM Application Development](https://andreacapera.com/services/llm-development)
- [AI Agent Development](https://andreacapera.com/services/ai-agents)
- [RAG Development](https://andreacapera.com/services/rag-development)
- [Embeddings & Vector Search](https://andreacapera.com/services/embeddings-vector-search)
- [AI Knowledge Bases](https://andreacapera.com/services/ai-knowledge-base)
- [AI Automation](https://andreacapera.com/services/ai-automation)
- [AI Integrations](https://andreacapera.com/services/ai-integrations)
- [Prompt Engineering](https://andreacapera.com/services/prompt-engineering)
- [AI Model Evaluation](https://andreacapera.com/services/model-evaluation)

- [AI, Data Science & Growth Services](https://andreacapera.com/services)
- [AI Builder & Lovable Development](https://andreacapera.com/services/lovable-development)
- [Data Science & Machine Learning](https://andreacapera.com/services/data-science)
- [Data Visualization & Dashboards](https://andreacapera.com/services/data-visualization)
- [SEO & Organic Growth](https://andreacapera.com/services/seo)
- [Web Development](https://andreacapera.com/services/web-development)
- [Social Media Strategy](https://andreacapera.com/services/social-media)
- [About AIStak](https://andreacapera.com/about)
- [Contact](https://andreacapera.com/contact)

## Capabilities
AI strategy, AI consulting, generative AI, LLM applications, AI agents, retrieval-augmented generation (RAG), workflow automation, machine learning, predictive modelling, forecasting, classification, recommendation systems, anomaly detection, experimentation, data analysis, data visualization, dashboards, web development, technical SEO, content strategy, structured data, social media strategy, AI-assisted content workflows, APIs, Supabase, integrations and production engineering.

## Working with AIStak
Clients can start with a business problem, an existing prototype, a dataset, a website, or a growth objective. AIStak can scope and deliver the technical and digital work required.


## Technical writing
- [Technical Blog](https://andreacapera.com/blog)
- [Reliable Agentic AI Workflows](https://andreacapera.com/blog/how-to-design-reliable-agentic-ai-workflows)
- [RAG for Evidence-Heavy Businesses](https://andreacapera.com/blog/rag-for-evidence-heavy-businesses)
- [Human-in-the-Loop AI](https://andreacapera.com/blog/human-in-the-loop-ai-sensitive-workflows)
- [From AI Prototype to Production](https://andreacapera.com/blog/from-ai-prototype-to-production-product)
- [Relationship-Intelligence CRM Design](https://andreacapera.com/blog/how-to-design-a-relationship-intelligence-crm)
- [AI Document Generation Beyond Prompting](https://andreacapera.com/blog/ai-document-generation-beyond-prompt-engineering)
- [pgvector Semantic Search Lessons](https://andreacapera.com/blog/pgvector-semantic-search-production-lessons)
- [Structured Outputs & LLM Evaluation](https://andreacapera.com/blog/structured-outputs-and-llm-evaluation)
- [SEO-Safe WordPress to SvelteKit Migration](https://andreacapera.com/blog/seo-safe-wordpress-to-sveltekit-migration)
- [AI Products Around Real Business Workflows](https://andreacapera.com/blog/building-ai-products-around-real-business-workflows)

## AI / ML engineering themes
Andrea Capera's technical writing and case studies cover agentic AI, retrieval-augmented generation, semantic and hybrid search, structured LLM outputs, model evaluation, human-in-the-loop systems, machine learning, clustering, longitudinal feature engineering, synthetic data, R Shiny data products, production AI observability, background jobs, PostgreSQL/pgvector architecture, HPC, Slurm scheduling, batch processing and parallel AI/ML pipelines.

- [Parallel ML & HPC Pipelines](https://andreacapera.com/case-studies/parallel-ml-hpc-pipelines)
- [School Wellbeing & Safeguarding ML](https://andreacapera.com/case-studies/school-wellbeing-machine-learning)
- [Airbnb London Data Visualization](https://andreacapera.com/case-studies/airbnb-engagement-dashboard)
- [AI / ML Technical Blog](https://andreacapera.com/blog)

## Legal
- [Privacy Policy](https://andreacapera.com/privacy)
- [Terms of Use](https://andreacapera.com/terms)