CogniCents

Equity research analyzer using AWS Sagemaker and DistillBERT LLMs to give real-time sentiment analysis on user-inputted 10-Q reports and news articles. Awarded financial hack finalist prize at HackPrinceton for integration with Fidelity and Verbwire API.

Product Features

10-Q Report Processor:

• Consumes user-inputted 10-Q reports and uses AWS Sagemaker and DistillBERT LLMs to perform summative analysis.
• Fetches real-time published major reports each day to perform a similar analysis.

Equity Research Analyzer:

• Generates real-time graphical data visualizations of stock pricings for user-inputted stock tickers.
• Real-time finance articles from Fidelity API to keep users up-to-date with potential investment opportunities.
• AI Sentiment analysis of journal content to give user overal feel of market trends.

Personalized Budgeting:

• Interactive user entry feature to enable users to keep track of their budgeting plans.
• Graphical display of budgeting and goals.
• Personalized tips to assist with saving and retirement goals.

Decentralized Finances:

• Proof-of-concept info page providing users with details on Crypto investing
• Backend integration of Verbwire API smart contracts (https://www.verbwire.com/)

Extra Financial Resources:

• Additional financial resourses, information, and references to assist user in enancing their financial literacy.

Set up

Install dependencies (you might have to run this command in both the frontend and backend)

yarn install

Then you can run the frontend with:

yarn workspace frontend dev

Then you can run the backend on a different terminal instance:

yarn workspace backend dev

Note: API keys have been revoked from public view. To access full AI functionality, please make a PR.