Skip to content
View Amin-Siddique's full-sized avatar
4 followers · 7 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

Block or report Amin-Siddique

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Amin-Siddique/README.md
github-snake

Hey, I'm Amin

Senior Data Engineer building enterprise-scale data platforms at Mercedes-Benz.

I architect lakehouses, build AI-powered migration tools, and contribute to open source.

LinkedIn Email

What I'm Building

At Work

  • 300+ model dbt lakehouse on Databricks
  • 6-layer medallion architecture
  • 10TB+ daily, 99.9% SLA, 1000+ users
  • Unity Catalog governance (GDPR/SOX)

Open Source

  • delta-lake-doctor - Delta table health CLI
  • omnigent - AI agent orchestration (contributor)
  • SQL Migration Assistant - 26K lines, 12 agents, RAG

Tech Stack

GitHub Stats

Certifications

Recent Activity

More About My Work

SQL Migration Assistant

AI-powered multi-agent system that automates legacy-to-Databricks migrations:

  • 26,000+ lines of Python across 49 modules
  • 7-agent pipeline: Planner, Executor, Validator, Analyzer, Fixer, Documenter
  • RAG system with ChromaDB for learning from past migrations
  • 400+ tests with full coverage

Production dbt Lakehouse

Enterprise data platform at Mercedes-Benz:

Metric Value
Models 302 SQL models
Macros 40 custom (10,878 lines)
Domains 8 business domains
Daily Volume 10TB+
Users 1000+ global
SLA 99.9% uptime

Pinned Loading

  1. omnigent-ai/omnigent omnigent-ai/omnigent Public

    Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, an…

    Python 8.2k 1.2k