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geronimo-iia/README.md

Jérome Guibert · geronimo-iia

Got my first computer at 6 — an Oric Atmos 48K. Never really stopped.

Architecture is about reducing complexity for the teams that come after — not just picking the right tools. Systems should remain understandable over time — by humans, not just machines.

Data Architect · Systems Thinker
Rust · Python · AWS · Terraform · Databricks· Snowflake
Normandy, France

What I'm building

I design and build systems where AI is engineered, not improvised. Three principles guide most of my work:

  • Knowledge is a first-class system
  • Agents are structured operators, not autonomous chaos
  • AI must be engineered — not just prompted

Most of my projects map to this flow:

Knowledge → Context → Execution → Agents → Observability

The first objective is not autonomy. It is control.

Projects

Knowledge & AI Systems

Software Engineering

  • async-btree — Async behavior tree — composable, awaitable control flow
  • networkx-query — Query layer for NetworkX graphs
  • async-rx — Reactive programming for async Python

Infrastructure

Rust (learning by building real things)

  • petgraph-live — Generation-keyed graph cache with persistence and algorithms
  • qjl-sketch — CPU-efficient vector compression with strong accuracy trade-offs

Outside of code

Becoming a beekeeper. First swarms incoming.

Turns out distributed systems also exist in nature.

All projects and opinions here are my own — nothing here represents or engages my employer.

Pinned Loading

  1. async-btree async-btree Public

    Async behavior tree for python

    Python 43 11

  2. networkx-query networkx-query Public

    A query tool on networkx

    Python 17 1

  3. llm-wiki llm-wiki Public

    Git-backed wiki engine with MCP server — build knowledge that compounds

    Rust 2 1

  4. terraform-aws-tf-registry terraform-aws-tf-registry Public

    Forked from apparentlymart/terraform-aws-tf-registry

    Terraform module for creating a simple private serverless Terraform registry in AWS

    HCL 15 1

  5. python-module-template python-module-template Public

    Makefile 4

  6. qjl-sketch qjl-sketch Public

    QJL sign-based vector compression and scoring in Rust — near-optimal distortion rate, append-only persistence, CPU-only, no LLM

    Rust