Projects

Repositories and writeups.

A working portfolio of data engineering, analytics, and applied AI/ML projects. Replace placeholder repository URLs as projects are published.

Analytics Engineering Toolkit

Reusable patterns for turning operational data into reliable reporting models and decision-ready metrics.

Impact: Improves metric consistency, lineage, and analyst delivery speed.

  • SQL
  • dbt
  • Python
  • Data Warehousing

Repository

Data Pipeline Observability

A lightweight monitoring approach for batch data pipelines with run metadata, freshness checks, and failure triage.

Impact: Reduces silent data failures and makes pipeline health easier to inspect.

  • Python
  • Airflow
  • Cloud Storage
  • Dashboards

Repository

Applied AI Experiment Notes

Small experiments exploring retrieval, evaluation, and automation patterns for AI-assisted analytics workflows.

Impact: Creates a public trail of practical AI/ML learning and implementation choices.

  • Python
  • LLMs
  • RAG
  • Evaluation

Repository