yes — still active

What I'm Up To Now

This is my now page - a snapshot of the automation, data, and generative AI initiatives I'm shipping for clients as a freelance engineer.

Last updated:

Current Focus

I'm partnering with teams that want to connect data pipelines with applied, generative AI. The work spans research, architecture, and hands-on delivery, all oriented around measurable automation outcomes.

Here's what that looks like this month:

  • Automating B2B workflows with GenAI copilots that combine scraping, enrichment, and decisioning.
  • Hardening Python/FastAPI services with better observability, load profiles, and deployment pipelines.
  • Designing data models that serve both retrieval-augmented generation and analytics use cases.
  • Mapping manual processes into automation roadmaps for mid-size teams.

Active Projects

  • Vitellus data expansion

    Scaling a European procurement intelligence platform with new tender categories, automated compliance scoring, and improved enrichment pipelines driven by GenAI.

  • LLM evaluation toolkit

    Building internal tooling to benchmark applied AI workflows - tracking latency, accuracy, and human override rates for automation programs.

  • TabCast private beta

    Rolling out the first pilot of TabCast, converting long-form articles into summarized audio briefings delivered via Telegram using Generative AI.

Currently Learning

  • Advanced LangGraph patterns for multi-agent collaboration and state management.
  • LLM evaluation frameworks such as Ragas and DeepEval to quantify automation reliability.
  • AWS Bedrock and Anthropic Claude integrations for regulated environments.
  • Streaming architectures with Supabase Realtime and Postgres logical replication.
  • Prompt security practices for enterprise data pipelines.

Life Outside the IDE

Outside delivery cycles I try to stay balanced with a few rituals:

  • Settling into life in Spain and exploring local tech communities.
  • Trail running around the Mediterranean coast to reset between delivery sprints.
  • Experimenting with specialty coffee roasts - currently dialing in a V60 routine.
  • Reading about applied AI ethics to stay ahead of compliance discussions.
  • Keeping my Spanish sharp while collaborating with international teams.