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jaluma/README.md
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About me

AI engineer with 6+ years of experience, the last three building private generative AI infrastructure at Zylon — from model serving to production agents, for enterprise customers in regulated industries.

Starting a PhD at the University of Oviedo in September 2026 on memory systems for LLM-based agents.


What I care about

Open source GenAI. The ecosystem that makes modern AI possible. I contribute to it, learn from it, and believe most of the interesting work happens there.

Running models locally. Spinning up LLMs on your own machine. Fast, private, no API keys. Everything the GenAI ecosystem offers, without the cloud.

Reliable agent systems. Agents that behave predictably. Structured outputs, observable state, validated behaviour. More like linting than guardrails.

Agent memory. How AI systems build and reuse knowledge across interactions. My active research direction.


Activity


Stack

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  1. zylon-ai/private-gpt zylon-ai/private-gpt Public

    Interact with your documents using the power of GPT, 100% privately, no data leaks

    Python 57.3k 7.6k

  2. vllm-project/vllm vllm-project/vllm Public

    A high-throughput and memory-efficient inference and serving engine for LLMs

    Python 85.4k 19k