Case Studies

This case study explores the use of machine learning techniques to classify news articles into three sentiment categories: "BAD," "NEUTRAL," and "GOOD." The objective is to automate the classification of news content based on its underlying sentiment, allowing for efficient content moderation, sentiment tracking, or public opinion analysis.

With the rise of digital records, law enforcement agencies have vast amounts of criminal data but often face challenges in categorising this data for actionable insights. We conducted a project where we scraped criminal records from a U.S. state and employed semi-supervised learning to classify crimes into categories. This project aimed to assist law enforcement in prioritising cases and optimising resource allocation. This study outlines the data collection process, model development, challenges faced, and their resolution.

With the rapid digitization of the business world, efficient use of cloud services has become paramount. The evolution of cloud technology has paved the way for companies to optimize their resources, leading to significant cost savings. This case study delves deep into the challenges faced by a Managed Service Provider (MSP) and how BYS played a pivotal role in addressing those challenges using a unique approach.

The Andhra Pradesh government, in its visionary push to ensure last-mile delivery of government benefits, birthed the GVWV & VSWS Department. The move was bold and encompassed establishing 15,004 offices throughout the state, translating governance into a tangible presence in every village. These offices became the nerve centers for digital service delivery, focusing on providing certificates, benefits, and more to the grassroots population

In the ever-evolving realm of maritime operations, a prominent ship pooling company sought digital advancement. Recognizing the need for digital innovation, they aspired for a solution that would empower ship owners with real-time insights into their daily income, tracking ships, viewing vessel related documents coupled with a plethora of additional features to streamline their operations.

Cumberland River Financial Group (CRFG), like many financial institutions, faced an unprecedented challenge during the Covid-19 pandemic. With the introduction of the Paycheck Protection Program (PPP) by the Trump administration, there was an urgent need to create a loan processing system to facilitate small and medium-sized businesses in obtaining much-needed financial relief. Time was of the essence, and CRFG needed a robust solution swiftly.

The Government of Andhra Pradesh embarked on an ambitious mission to enhance governance and reform various social institutions, including schools, Anganwadi centers, and more. It aimed to address pressing infrastructural and operational issues by deploying the Grama Sachivalayam and Ward Sachivalayam staff. To address this, BeyondScale is chosen to develop the Consistent Rhythms app.

The dynamic realm of virtualization and cloud technologies has reshaped the way organizations manage their IT infrastructure. This case study delves into the successful management of a Citrix environment hosted on VMware, showcasing strategies employed to ensure seamless operations, optimize resource utilization, and deliver enhanced user experiences.

In an era of digital transformation, organizations are leveraging cloud technologies to optimize their IT infrastructure. This case study examines the successful management of a Citrix Cloud environment, highlighting strategies implemented to enhance user experience, ensure security, and streamline operational efficiency.