Big Data

Big data empowers businesses to precisely tailor services to meet customer needs. In today's competitive market, understanding customer behavior is crucial for delivering personalized products and services. By extracting valuable insights from vast datasets, organizations can optimize product design, enhance user experience, and identify emerging market trends. Big data analytics also predict future customer behavior, enabling data-driven marketing strategies.

CLPS research offers comprehensive data services and IT solutions to help organizations unlock the full potential of big data across various industries.

Research Areas

Data Engineering
Data Science (AI/ML)
Data Governance
Data Innovation/Data Catalysis
Data Product Development

Our Capabilities

Data Platform

Containerized installation and deployment, operational training, technical guidance, and ongoing maintenance and support.

Data Warehouse

Data modeling, automated ETL, offline and streaming data processing, data integration, BI tool integration, and process visualization.

Data Governance

Metadata management, data quality assurance, data cataloging and discovery, data lineage tracking, and data security and compliance.

Data Science

Data preprocessing, analysis, and mining, big data processing, machine learning, data visualization, text analysis, and natural language processing.

Data Solutions

Delivering comprehensive end-to-end data solutions.

Successful Cases

Internal Cluster for Tech Company

CLPS built a big data service cluster for a leading technology company, including a Hadoop cluster for data storage and processing, ElasticSearch for efficient talent search, and Redis cache for rapid data access.

Data Warehouse for Tech Enterprise

CLPS built a data warehouse with data standardization, tiered storage, and automated ETL processes. We implemented metadata monitoring for real-time data updates.

Data Migration for U.S. Payment Provider

CLPS performed large-scale data migration with TB-level processing for a U.S. payment provider. We used advanced tools for data extraction, transformation, loading, and cleansing to ensure data accuracy and completeness.

Non-Financial Risk Control for Bank

CLPS integrated data from various systems to assess non-financial risks for a leading bank's credit card center. Our system generates alerts based on predefined rules while ensuring strict data privacy and security. This enhances overall risk management capabilities.