Data Engineering & Analytics

In the modern data-driven world, businesses succeed by making faster, smarter decisions. At ATV Tech Solutions, we help organizations harness the power of data through robust engineering, analytics, and visualization solutions. Our team designs data pipelines, warehouses, and analytics platforms that turn raw information into actionable insights.

From building scalable ETL workflows to creating interactive dashboards, we empower companies to extract maximum value from their data assets.

 

What We Offer

1. Data Engineering

We build reliable, scalable, and maintainable data pipelines that support real-time and batch processing.

• ETL and ELT pipeline design using Python, Spark, and PySpark

• Data ingestion from multiple sources including APIs, databases, and streaming platforms

• Integration with cloud data warehouses (Snowflake, BigQuery, Redshift)

• Data quality, validation, and governance processes

2. Data Analytics & Business Intelligence

We transform data into actionable insights to support decision-making and strategic planning.

• Interactive dashboards and reporting with Tableau, Power BI, and Looker

• KPI tracking and business metrics monitoring

• Predictive analytics and trend analysis

• Ad-hoc reporting and self-service analytics for teams

3. Real-Time & Streaming Data

Our engineers implement event-driven architectures for real-time data processing.

• Streaming platforms: Apache Kafka, Flink

• Real-time dashboards and monitoring

• Data aggregation and transformation pipelines

4. Data Warehousing & Cloud Integration

We design modern, scalable data storage solutions that integrate seamlessly with your analytics stack.

• Cloud data warehouses and lakes (Snowflake, BigQuery, AWS S3, Azure Data Lake)

• Optimized schema design and indexing

• Data partitioning and clustering for performance

• Seamless integration with BI tools and AI/ML workflows

5. Machine Learning-Ready Data Infrastructure

We prepare data ecosystems that support AI and ML initiatives.

• Feature engineering pipelines

• Cleaned, structured datasets for model training

• Integration with ML frameworks like TensorFlow, PyTorch, and Scikit-learn

• Monitoring data drift and model performance

 

Technologies We Use

Our data engineering and analytics stack includes:
Python, SQL, Spark, PySpark, Airflow, Kafka, Hadoop, Snowflake, BigQuery, dbt, Redshift, Tableau, Power BI, Looker, Pandas, NumPy, Matplotlib, Plotly, and more.

 

Why Choose ATV Tech Solutions

We combine technical depth with business insight to deliver data solutions that scale:

• End-to-end data expertise: From pipelines to dashboards and analytics

• Scalable and reliable architecture: Handles both batch and real-time data

• Experienced data engineers and analysts: Skilled in cloud, on-prem, and hybrid environments

• Actionable insights: Turn data into decisions that drive business growth

Whether you’re looking to modernize your data infrastructure or build advanced analytics capabilities, we provide the expertise to unlock the full potential of your data.

 

Get Started

Transform your data into actionable insights with ATV Tech Solutions.
Build robust data pipelines, analytics platforms, and BI solutions that scale with your business.