Data Science Services | AI Applications

About Data Science - AI/ML

Data science is a multidisciplinary field that uses scientific methods, algorithms, processes, systems to extract knowledge and insights from structured and unstructured data.
Caprium’s data science helps businesses improve their decision making by employing vast data sets to get actionable insights that augment business value by improving customer experience, churn and supply chain operations.
Data science has applications in a wide range of industries, including finance, healthcare, e-commerce, marketing, more. It plays a vital role in making data-driven decisions, solving complex problems, extracting valuable insights from data.

Our Services

OCR Extraction

OCR (Optical Character Recognition) extraction is a technology that converts printed or handwritten text within images or scanned documents into machine-readable text. We at Caprium offer leading OCR services. Our company has state-of-art settings to transform a paper-bound version or image files like PNG, JPEGs and PDFs.

This technology is really effective in getting the entire database into digital. Which defines its accessibility remotely. Our developers and data scientists codify and follow the entire procedure under an expert’s supervision.

Sentimental Analysis

Sentiment analysis, also known as opinion mining, is a natural language processing (NLP) technique that involves determining the sentiment or emotional tone expressed in a piece of text, such as a sentence, paragraph or document.

We at Caprium assist companies improve their products and services based on genuine and customer feedback. In today’s fast changing landscape to make your business more responsive to potential crisis or market trends we strive to deliver quality work ensuring that you have got exactly what you have requested for.

Contact us today to enable your organization to take the right step and let our data scientists improve business performance and optimize customer service with our effective Data Science – AI/ML offerings.

Technologies

High Accuracy OCR Engine

Caprium successfully addressed the business requirement of migrating data from a Legacy System to a SaaS platform, alongside automating the extraction of data from fax orders. This was achieved by efficiently extracting data from the Legacy system, storing it in AWS buckets, then processing and loading the cleaned data into the target SaaS platform using a combination of flat files and API calls through ETL pipelines created in Talend. Furthermore, the team developed an OCR engine that exhibited high accuracy in extracting data from fax orders, enhancing automation and data management for the client.

Scalable Scraping Architecture

Considering the business scenario of creating a highly scalable scraping architecture for thousands of websites, Caprium provided a comprehensive solution. Established an AWS architecture, developed scraping scripts compatible with AWS Lambda and optimized an SQL database to efficiently handle the substantial data throughput, ensuring a robust and scalable data scraping system.