Data Engineering & Pipeline Development
ETL/ELT pipelines using Apache Spark, dbt, AWS Glue, and Apache Airflow - orchestration, testing, and lineage from day one.
Learn MoreToadster's data analytics services cover the full lifecycle - data engineering, warehouse/lakehouse architecture, governance, BI reporting, and predictive analytics - delivered as either a full-stack implementation or as targeted engagements (e.g., migration only, dashboard layer only).
ETL/ELT pipelines using Apache Spark, dbt, AWS Glue, and Apache Airflow - orchestration, testing, and lineage from day one.
Learn MoreForecasting, churn, demand-planning, and recommendation models that plug directly into your BI layer.
Self-service and executive reporting in Tableau, Power BI, and Looker with semantic layers and row-level security.
Cloud-native platforms on Snowflake, Databricks, BigQuery, and Redshift - matched to workload, latency, and cost.
Toadster's process follows four phases: Strategy (mapping business questions to data requirements), Architecture (designing pipeline, warehouse, and governance), Implementation (building and testing pipelines and dashboards), and Optimization (tuning performance and expanding use cases based on adoption data).
Define the business questions analytics must answer and map them to required data sources.
Design pipeline, storage, and governance architecture matched to volume and latency needs.
Build ETL/ELT pipelines, data models, and BI dashboards; validate with stakeholder UAT.
Monitor pipeline performance, dashboard adoption, and model accuracy; iterate based on usage data.
From data-engineering to predictive modeling, explore our full suite of analytics services designed to solve your most complex data challenges.
We design ETL/ELT pipelines using Apache Spark, dbt, AWS Glue, and Apache Airflow to move data reliably from source s…
Learn MoreWe architect and migrate cloud-native platforms on Snowflake, Databricks, BigQuery, and Amazon Redshift, choosing war…
Learn MoreWe implement event-driven pipelines using Apache Kafka and stream processing frameworks to power fraud detection, ope…
Learn MoreWe build self-service and executive reporting layers in Tableau, Power BI, and Looker, including semantic layers, row…
Learn MoreWe develop forecasting, churn, demand-planning, and recommendation models that plug directly into your BI layer, so p…
Learn MoreWe implement data catalogs, master data management (MDM), data quality rules, and access controls aligned to GDPR, HI…
Learn MoreScale your operations with top-tier data engineers, analysts, and AI specialists. Our resources integrate seamlessly into your workflow.
Production ML, LLMs, computer vision & predictive analytics
Learn MoreReact, Node.js, Next.js, Python full stack engineers
Learn MoreWeb, backend, cloud & AI software engineering
Learn MoreKubernetes, CI/CD, AWS/GCP infrastructure
Learn MoreREST APIs, NestJS microservices & AI backend layers
Learn MoreBuild scalable, full-stack JavaScript web applications
Learn MorePartner with Toadster Technologies to design a data analytics architecture built for accuracy, governance, and measurable business outcomes.
Toadster Technologies - Precision Engineering for Data.