Data Engineering & Modern Data Stack

dbt

Analytics engineering framework to transform, test, and document data models using SQL.

BigQuery

Serverless cloud data warehouse optimized for large-scale analytics workloads.

Airbyte

Open-source data ingestion platform to extract and sync data from APIs, databases, and SaaS tools.

Kestra

Event-driven orchestration engine designed for modern data workflows.

Python

Programming language used for automation, ingestion, and custom data processing.

dlt

Python-based ingestion framework for incrementally loading APIs and databases.

Looker Studio

Cloud-based reporting tool for client-facing dashboards.

Airflow

Workflow orchestrator to schedule, monitor, and manage data pipelines.

Google Cloud Platform

Cloud platform hosting data infrastructure, analytics workloads, and security services.

Fivetran

Fully managed connectors ensuring reliable, low-maintenance data replication into warehouses.

Dataform

SQL-based modeling and orchestration tool integrated with BigQuery.

Snowflake

Cloud data warehouse enabling scalable, governed analytics across teams.

SQL

Query language for data modeling, analytics, and business logic.

Power BI

Business intelligence platform for operational and executive reporting.

Tableau

Advanced data visualization tool for exploratory analysis and dashboards.

Streamlit

Python framework for building interactive data applications and prototypes.

PostgreSQL

Relational database used for transactional systems and trusted reporting sources.

Docker

Containerization platform ensuring consistent and reproducible environments.

Git

Version control system for managing analytics and infrastructure codebases.

Elementary

dbt package for data observability, monitoring test results, and anomaly detection.

MongoDB

Document-oriented NoSQL database for flexible, semi-structured application data.

Redis

In-memory data store for caching, queues, and low-latency access patterns.

Metabase

Self-service analytics tool enabling fast access to data insights.

Funnel.io

Marketing data ingestion platform consolidating advertising and analytics sources.

Cloud Functions

Serverless compute for event-driven data processing and lightweight backend logic.

Cloud Run

Container-based compute service for deploying scalable APIs and background workers.