DATA ENGINEERING
The Fuel for Your AI Strategy.
You cannot have an AI strategy without a Data strategy. The most sophisticated machine learning models are useless if they are fed garbage data.
At Rilloo, we don't just "analyze" numbers; we build the infrastructure that makes them usable. We engineer robust ETL pipelines, scalable data lakes, and real-time processing systems. We transform your messy, unstructured logs into clean, structured assets that are ready for analytics and AI training.
CORE CAPABILITIES
ETL & Automated Pipelines
From Chaos to Order. We use tools like Apache Airflow and Python to build automated ETL (Extract, Transform, Load) pipelines. We ensure data moves reliably from your raw sources to your warehouse without manual intervention or breakage.
Vector Databases for AI (RAG)
Prepping for Intelligence. To use LLMs with your own data, you need more than just SQL. We engineer vector pipelines (using Pinecone, Milvus, or Elasticsearch) that convert your text and documents into embeddings, enabling accurate retrieval for RAG applications.
Data Warehousing & Lakes
A Single Source of Truth. Whether it's Snowflake, BigQuery, or Amazon Redshift, we architect storage solutions that organize your data logically. We ensure your data is accessible, queryable, and cost-effective.
Data Cleaning & Governance
Automated Quality Control. Bad data breaks models. We implement automated validation steps that flag anomalies, duplicates, and errors before they pollute your downstream systems.
Real-Time Processing
Speed Matters. For fraud detection or dynamic pricing, batch processing isn't enough. We build streaming architectures (using Kafka or cloud-native streams) to process and act on data the millisecond it arrives.
THE STRATEGIC VALUE
AI-Ready Infrastructure
Most companies spend 80% of their time cleaning data and only 20% on AI. We flip that ratio. We deliver data that is structured and tagged, so your data scientists can start modeling immediately.
Scalability & Cost Optimization
Big Data can get expensive fast. We optimize your storage and query architecture to ensure you aren't paying for compute power you don't need.
Historical Intelligence
We don't just look at today. We structure your historical data to enable deep time-series forecasting, allowing your AI to learn from the past to predict the future.