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aojrzynski/README.md

Hello, I'm Adam

I'm a Data Product Manager based in London. I work around data products, governance, analytics, AI and data engineering. I also run ReadyRoll, a live scheduling app for small groups. I use this GitHub for my own projects and experiments. Some are learning projects, some are useful tools, and some are me working through an idea properly enough that someone else could inspect, run, or build on it.

Current Focus

At the moment I'm building a small set of local-first data agents.

The idea is simple: not every data task should be thrown straight at an LLM. Some parts should be deterministic, testable, and cheap. The agent layer should orchestrate those checks, explain what happened, and produce useful outputs.

My Work

Products

  • ReadyRoll
    • A scheduling app for board game groups and other small groups.
    • It helps groups find the best day to meet without messy chat threads or one-off polls.
    • App link: https://readyroll.io

AI Agents

Project collections

Random Assortment of Skill Icons

My Skills

Connect With Me

The easiest place to reach me is LinkedIn

Pinned Loading

  1. data-quality-triage-agent data-quality-triage-agent Public

    A Python CLI data quality triage agent that uses deterministic checks plus rule-based agent orchestration to inspect CSV/XLSX files, plan checks, investigate findings, and produce traceable reports.

    Python

  2. data-reconciliation-agent data-reconciliation-agent Public

    Local-first CLI data reconciliation agent for source-to-target validation, deterministic checks, bounded agent orchestration, and optional LLM report polish.

    Python

  3. Data-Engineering-Projects Data-Engineering-Projects Public

    This repository is a collection of notebooks dealing with various data engineering projects.

    Python

  4. Data-Science-Projects Data-Science-Projects Public

    This repository is a collection of notebooks dealing with various data science projects.

    Jupyter Notebook