Data Analysis Research

The goal of the project is to perform data analysis. The company is building a Market intelligence product focused on creating a human-centric sales experience through AI. The data sources include 10k, 8k, and other financial statements. We need help in analyzing these financial statements and capturing key insights from this data. We need this input to train and build an ML Model and use it to generate pitch documents on the fly. We would like to collaborate with students to analyze our raw datasets. This will involve several different steps for the students, including: Familiarizing themselves with our project’s objectives and analysis procedures. Checking for and capturing key business imperatives, risks/issues for S&P 500 companies and creating a dataset. Creating an automation bot to extract key information from the financial statements. Identifying other data sources that can provide market insights for the ML model Bonus steps in the process would also include: Recommending data analysis approach and automation

Security Enhancement and Compliance Initiative

JamSocial is seeking to bolster its security framework to protect its organizational assets, data, and systems. The project aims to conduct a comprehensive security audit to identify potential vulnerabilities within the current infrastructure. By aligning with industry standards and regulatory requirements, the project will focus on implementing necessary security controls to mitigate risks and prevent incidents. The initiative will enhance JamSocial's overall security posture, ensuring that business objectives are met without compromising data integrity. This project provides learners with the opportunity to apply their knowledge of cybersecurity principles, risk assessment, and compliance standards in a real-world context. The tasks are closely related and designed to be completed within a manageable timeframe, allowing learners to focus on specific security aspects.