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@spicy-lemonade

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obrienciaran/README.md

Hey, I'm Ciaran ๐Ÿ‘‹๐Ÿป

I build and scale the data foundations that power multimodal AI models and modern product development. I work end-to-end across data science, engineering, and operations primarily using Python and SQL to deliver analytics, statistical modelling, machine learning, and robust ETL pipelines.

My focus is on enabling AI, ML, and product teams with the high-quality data necessary to ship impactful products.

Latest release Description Date
Salt Go CLI for encrypted Git backups of AI agent memory 2026-09-30
Zest CLI (v2) Fine-tuned Qwen3.5-9B model to turns plain English into CLI commands 2026-09-28
dbt-debt Python library to clean dbt projects 2026-06-23
MedScreen_filter POC Data filter for medical papers, based on supporting evidence from other papers 2026-06-21
Qwen CLI Training data Dataset of plain English to CLI command pairs for fine-tuning Qwen 2026-04-14
Gemma CLI Training data Dataset of plain English to CLI command pairs for fine-tuning Gemma 2026-04-14
Zest CLI (v1) Fine-tuned Qwen 2.5. Superseded by v2. 2026-04-05

Find me online:

  • Professional profile on LinkedIn ๐Ÿ“š
  • Electronic Music on Spotify ๐ŸŽถ
  • Electronic Music homepage Erra P. ๐Ÿ’ƒ
  • Check out my art focused on modern digital issues Kiki Kuuki ๐ŸŽจ

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  1. spicy-lemonade/dbt-debt spicy-lemonade/dbt-debt Public

    A technical-debt scorecard for dbt projects on BigQuery, Snowflake, Redshift, and Databricks. Finds unused models, columns, orphaned tables, and undeclared sources from query history. Reports only,โ€ฆ

    Python 4 1

  2. spicy-lemonade/zest-cli spicy-lemonade/zest-cli Public

    Zest. Natural Language to CLI commands tool from Spicy Lemonade.

    Python 27

  3. spicy-lemonade/salt spicy-lemonade/salt Public

    Salt encrypts your agent's files and database memories before they leave your machine.

    Go 28 2